Score Legend Min Alignment Max Alignment

Rank	Model	average 81	neural 38	V1 24	Coggan2024_fMRI.V1-rdm v1	Marques2020 22	V1-orientation 7	Marques2020_Ringach2002-or_selective v1	Marques2020_Ringach2002-circular_variance v1	Marques2020_Ringach2002-orth_pref_ratio v1	Marques2020_Ringach2002-cv_bandwidth_ratio v1	Marques2020_DeValois1982-pref_or v1	Marques2020_Ringach2002-opr_cv_diff v1	Marques2020_Ringach2002-or_bandwidth v1	V1-spatial_frequency 3	Marques2020_DeValois1982-peak_sf v1	Marques2020_Schiller1976-sf_bandwidth v1	Marques2020_Schiller1976-sf_selective v1	V1-response_selectivity 4	Marques2020_FreemanZiemba2013-texture_selectivity v1	Marques2020_Ringach2002-modulation_ratio v1	Marques2020_FreemanZiemba2013-texture_variance_ratio v1	Marques2020_FreemanZiemba2013-texture_sparseness v1	V1-receptive_field_size 2	Marques2020_Cavanaugh2002-grating_summation_field v1	Marques2020_Cavanaugh2002-surround_diameter v1	V1-surround_modulation 1	Marques2020_Cavanaugh2002-surround_suppression_index v1	V1-texture_modulation 2	Marques2020_FreemanZiemba2013-abs_texture_modulation_index v1	Marques2020_FreemanZiemba2013-texture_modulation_index v1	V1-response_magnitude 3	Marques2020_FreemanZiemba2013-max_texture v1	Marques2020_Ringach2002-max_dc v1	Marques2020_FreemanZiemba2013-max_noise v1	FreemanZiemba2013.V1-pls v2	V2 2	Coggan2024_fMRI.V2-rdm v1	FreemanZiemba2013.V2-pls v2	V4 5	Coggan2024_fMRI.V4-rdm v1	SanghaviJozwik2020.V4-pls v1	Sanghavi2020.V4-pls v1	SanghaviMurty2020.V4-pls v1	MajajHong2015.V4-pls v3	IT 7	Bracci2019.anteriorVTC-rdm v1	Coggan2024_fMRI.IT-rdm v1	SanghaviMurty2020.IT-pls v1	Sanghavi2020.IT-pls v1	SanghaviJozwik2020.IT-pls v1	MajajHong2015.IT-pls v3	Kar2019-ost v2	behavior 43	Rajalingham2018-i2n v2	Geirhos2021-error_consistency 17	Geirhos2021colour-error_consistency v1	Geirhos2021contrast-error_consistency v1	Geirhos2021cueconflict-error_consistency v1	Geirhos2021edge-error_consistency v1	Geirhos2021eidolonI-error_consistency v1	Geirhos2021eidolonII-error_consistency v1	Geirhos2021eidolonIII-error_consistency v1	Geirhos2021falsecolour-error_consistency v1	Geirhos2021highpass-error_consistency v1	Geirhos2021lowpass-error_consistency v1	Geirhos2021phasescrambling-error_consistency v1	Geirhos2021powerequalisation-error_consistency v1	Geirhos2021rotation-error_consistency v1	Geirhos2021silhouette-error_consistency v1	Geirhos2021sketch-error_consistency v1	Geirhos2021stylized-error_consistency v1	Geirhos2021uniformnoise-error_consistency v1	Baker2022 3	Baker2022fragmented-accuracy_delta v1	Baker2022frankenstein-accuracy_delta v1	Baker2022inverted-accuracy_delta v1	Maniquet2024 2	Maniquet2024-confusion_similarity v1	Maniquet2024-tasks_consistency v1	Ferguson2024 14	Ferguson2024half-value_delta v1	Ferguson2024gray_hard-value_delta v1	Ferguson2024lle-value_delta v1	Ferguson2024juncture-value_delta v1	Ferguson2024color-value_delta v1	Ferguson2024round_v-value_delta v1	Ferguson2024eighth-value_delta v1	Ferguson2024quarter-value_delta v1	Ferguson2024convergence-value_delta v1	Ferguson2024round_f-value_delta v1	Ferguson2024llh-value_delta v1	Ferguson2024circle_line-value_delta v1	Ferguson2024gray_easy-value_delta v1	Ferguson2024tilted_line-value_delta v1	Hebart2023-match v1	BMD2024 4	BMD2024.dotted_1Behavioral-accuracy_distance v1	BMD2024.texture_1Behavioral-accuracy_distance v1	BMD2024.texture_2Behavioral-accuracy_distance v1	BMD2024.dotted_2Behavioral-accuracy_distance v1	Coggan2024_behavior-ConditionWiseAccuracySimilarity v1	engineering 25	ImageNet-top1 v1 Model accuracy on this benchmark might be slightly lower than expected because the default pre-processing does not center-crop (due to lower neural/behavioral alignment)	ImageNet-C-top1 4	ImageNet-C-noise-top1 v2	ImageNet-C-blur-top1 v2	ImageNet-C-weather-top1 v2	ImageNet-C-digital-top1 v2	ObjectNet-top1 v1	Geirhos2021-top1 17	Geirhos2021colour-top1 v1	Geirhos2021contrast-top1 v1	Geirhos2021cueconflict-top1 v1	Geirhos2021edge-top1 v1	Geirhos2021eidolonI-top1 v1	Geirhos2021eidolonII-top1 v1	Geirhos2021eidolonIII-top1 v1	Geirhos2021falsecolour-top1 v1	Geirhos2021highpass-top1 v1	Geirhos2021lowpass-top1 v1	Geirhos2021phasescrambling-top1 v1	Geirhos2021powerequalisation-top1 v1	Geirhos2021rotation-top1 v1	Geirhos2021silhouette-top1 v1	Geirhos2021sketch-top1 v1	Geirhos2021stylized-top1 v1	Geirhos2021uniformnoise-top1 v1	Hermann2020 2	Hermann2020cueconflict-shape_match v1	Hermann2020cueconflict-shape_bias v1
1	convnext_large_mlp:clip_laion2b_augreg_ft_in1k_384	.467	.378	.334	.025	.707	.869	.941	.809	.769	.882	.930	.870	.878	.619	.791	.532	.535	.713	.792	.480	.854	.726	.796	.729	.863	.473	.473	.520	.383	.657	.963	.940	.992	.956	.269	.356	.407	.305	.383	.005	.458	.616	.239	.600	.441	.227	.871	.429	.546	.502	.510	X	.555	.573	.574	.216	.064	.740	.995	.577	.513	.453	.351	.419	.554	.561	.540	.539	1.1	.742	.706	.661	.616	.592	.257	1.0	.368	X	.735	.550	.722	.114	.718	.075	1.0	.509	.327	.255	.627	.739	.643	.428	.882	.657	.139	.838	.983	.765	.840	.765	.779	.221	X	X	X	X	X	X		.785	.998	.995	.313	.881	.545	.600	.646	.998	.975	.627	.856	.959	.960	.719	.940	.588	.750	.319	.277	.360
2	convnext_xlarge:fb_in22k_ft_in1k	.449	.338	.307	.007	.691	.876	.927	.862	.817	.793	.923	.948	.861	.748	.703	.902	.640	.590	.453	.570	.828	.509	.811	.752	.870	.445	.445	.459	.296	.621	.907	.930	.952	.841	.222	.249	.194	.304	.439	.277	.494	.617	.240	.567	.357	.250	.243	.417	.541	.527	.523	X	.560	.588	.587	.441	.145	.651	.670	.574	.491	.556	.579	.851	.527	.499	.680	.417	.959	.594	.746	.601	.629	.882	.983	.023	.660	.665	.656	.679	.771	.728	.793	.184	1.0	.924	.706	.639	.385	.818	.643	.389	.725	.800	.319	.378	.354	.424	.441	.294	.636	.436	.853	.179	.715	X	X	X		.776	.995	.990	.371	.812	.579	.631	.688	.991	.881	.626	.833	.943	.904	.669	.879	.631	.776	.372	.331	.412
3	vit_base_patch16_clip_224:openai_ft_in12k_in1k	.445	.343	.379	.224	.680	.822	.846	.787	.719	.853	.960	.810	.777	.753	.690	.814	.756	.741	.713	.646	.747	.857	.298	.260	.336	.698	.698	.581	.462	.701	.865	.813	.972	.809	.234	.258	.212	.304	.395	.134	.463	.596	.229	.551	.339	.275	.188	.374	.522	.507	.505	X	.548	.563	.614	.815	.544	.571	.543	.575	.625	.579	.739	.493	.690	.562	.560	.404	.848	.481	.680	.723	.854	.926	.939	.698	.586	.524	.649	.678	.571	.942	.051	.524	1.0	.551	.780	.950	.516	.667	.862	.573	.845	.657	.253	.247	.229	.362	.283	.115	.591	.516	.828	.645	.631	.576	.673	.699		.756	.994	.990	.334	.825	.536	.616	.665	.989	.886	.616	.800	.914	.882	.625	.869	.609	.701	.353	.293	.412
4	vit_large_patch14_clip_224:laion2b_ft_in1k	.445	.332	.336	.086	.705	.799	.742	.759	.701	.819	.991	.795	.788	.603	.503	.840	.465	.736	.734	.749	.773	.687	.533	.541	.525	.747	.747	.642	.539	.745	.872	.929	.847	.841	.219	.225	.149	.301	.408	.171	.463	.603	.247	.556	.359	.266	.399	.375	.517	.468	.485	X	.559	.607	.715	.762	.568	.855	1.2	.636	.613	.464	.539	.812	.603	.612	.718	.457	1.2	.669	.723	.719	.391	.446	.727	.000	.577	.416	.738	.643	.698	.942	.226	.065	1.0	1.000	.361	1.0	.627	.544	.122	.573	.845	1.0	.202	.829	.759	.991	.952	.615	.505	.430	.845	.158	.633	X	X	X		.784	.998	.940	.355	.925	.578	.617	.654	.995	.922	.619	.844	.939	.951	.725	.946	.649	.670	.362	.314	.410
5	vit_large_patch14_clip_224:openai_ft_in1k	.443	.341	.370	.176	.676	.744	.676	.621	.589	.856	.983	.720	.762	.609	.652	.773	.404	.754	.818	.556	.812	.832	.451	.370	.532	.603	.603	.639	.525	.752	.928	.905	.985	.894	.259	.176	.048	.304	.417	.197	.465	.613	.239	.570	.401	.251	.697	.384	.524	.464	.485	X	.545	.534	.638	.428	.241	.840	.807	.619	.603	.438	.337	.807	.663	.576	.709	.488	1.2	.776	.697	.639	.648	.858	.899	.186	.413	.826	X	.633	.771	.942	.276	.020	1.0	.820	.361	.379	.839	.638	1.0	.320	.845	.657	.157	.812	.801	.941	.882	.626	.526	.409	.850	X	X	X	X	X		.809	.995	.995	.377	.894	.606	.637	.708	.995	.955	.641	.892	.964	.964	.719	.958	.637	.821	.386	.339	.432
6	vit_base_patch16_clip_224:openai_ft_in1k	.442	.352	.405	.284	.692	.838	.797	.813	.769	.853	.986	.830	.819	.698	.634	.790	.671	.737	.648	.719	.810	.773	.323	.344	.303	.795	.795	.543	.398	.687	.911	.893	.947	.892	.239	.262	.254	.270	.418	.126	.515	.646	.240	.562	.321	.247	.229	.345	.507	.439	.482	X	.532	.564	.611	.541	.418	.560	.753	.724	.680	.432	.581	.506	.535	.503	.647	.429	1.0	.585	.708	.734	.627	.803	.608	.470	.645	.540	.750	.680	.771	.641	1.0	.102	1.0	.461	.882	.390	.516	1.0	.325	.931	.845	.657	.199	.253	.166	.382	.336	.126	.677	.495	.828	.618	.577	.548	.672	.676		.735	.994	.989	.289	.756	.519	.572	.608	.988	.861	.580	.781	.896	.886	.656	.897	.574	.644	.296	.247	.345
7	vit_relpos_base_patch16_clsgap_224:sw_in1k	.437	.381	.396	.277	.694	.749	.694	.616	.550	.939	.988	.680	.774	.670	.681	.724	.605	.688	.731	.480	.730	.811	.454	.392	.516	.768	.768	.593	.478	.708	.935	.943	.987	.876	.218	.284	.268	.299	.400	.081	.510	.633	.231	.546	.443	.240	.833	.416	.542	.530	.541	X	.494	.538	.470	.560	.429	.380	.192	.610	.674	.473	.648	.189	.463	.442	.382	.249	.888	.314	.516	.576	.714	.473	.761	.908	.566	.472	.661	.655	.517	1.0	.554	.524	1.0	.409	1.0	.430	.569	.092	1.0	.573	.845	.657	.203	.192	.125	.196	.241	.205	.611	.490	.792	.633	.670	.525	.675	.664		.686	.994	.989	.307	.438	.547	.600	.652	.977	.600	.527	.803	.911	.760	.631	.721	.571	.632	.336	.274	.399
8	cvt_cvt-w24-384-in22k_finetuned-in1k_4	.430	.327	.361	.104	.738	.835	.846	.741	.701	.939	.982	.814	.821	.664	.858	.601	.532	.767	.829	.457	.934	.851	.654	.675	.632	.692	.692	.597	.472	.721	.957	.964	.981	.925	.242	.204	.101	.307	.412	.084	.503	.627	.253	.590	.331	.270	.149	.398	.516	.493	.488	X	.533	.600	.616	.499	.176	.633	.519	.527	.546	.535	.640	.875	.602	.730	.705	.528	.914	.578	.678	.781	.568	.538	.698	.470	.493	.345	.642	.715	.942	.942	.875	.257	1.0	.686	.537	.524	.385	.667	1.0	.696	.845	.657	.320	.380	.354	.434	.504	.227	.575	.629	.835	.681	.692	.596	.726	.710	.513	.794	.995	.984	.339	.800	.606	.644	.715	.989	.939	.615	.883	.964	.923	.756	.884	.649	.816	.324	.297	.350
9	resnext101_32x8d_wsl	.429	.337	.323	.018	.682	.879	.954	.903	.905	.724	.955	.810	.904	.825	.543	.931	1.000	.583	.641	.407	.727	.555	.426	.523	.328	.575	.575	.609	.487	.730	.875	.876	.943	.805	.271	.259	.206	.312	.397	.040	.502	.646	.212	.586	.369	.145	.506	.428	.516	.504	.481	X	.521	.551	.575	.885	.621	.540	.618	.655	.624	.567	.668	.176	.563	.363	.453	.351	.966	.425	.666	.637	.608	.935	.889	.000	.431	.195	.667	.552	.975	.437	.454	.288	.877	.102	.799	1.0	.317	.576	.068	.931	.445	.460	.407	.487	.655	.579	.378	.337	.554	.577	.842	.581	.539	.503	.633	.649	.443	.716	.989	.964	.275	.769	.546	.577	.637	.986	.720	.547	.738	.896	.832	.650	.871	.521	.650	.305	.239	.370
10	vit_large_patch14_clip_224:laion2b_ft_in12k_in1k	.429	.319	.332	.082	.694	.777	.734	.689	.634	.875	.983	.736	.788	.569	.493	.778	.437	.746	.713	.747	.823	.700	.561	.509	.613	.797	.797	.547	.419	.675	.858	.916	.863	.796	.220	.188	.069	.307	.399	.080	.489	.619	.238	.569	.357	.230	.424	.341	.517	.487	.501	X	.538	.617	.664	.587	.476	.784	.899	.615	.509	.489	.706	.827	.578	.576	.633	.478	1.1	.678	.697	.635	.791	.523	.850	1.0	.377	.138	.616	.655	.942	.942	.612	.065	1.0	.509	.399	.950	.985	.544	.406	.320	.845	.657	.237	.514	.250	.775	.850	.182	.453	.453	.852	.177	.708	X	X	X		.808	.997	.984	.415	.894	.603	.667	.715	.996	.947	.642	.873	.963	.945	.694	.927	.700	.772	.427	.380	.474
11	swin_small_patch4_window7_224:ms_in22k_ft_in1k	.428	.346	.372	.197	.672	.888	.996	.868	.857	.871	.891	.922	.810	.540	.640	.586	.395	.646	.682	.536	.768	.600	.620	.685	.554	.713	.713	.464	.313	.615	.833	.827	.893	.779	.247	.190	.096	.283	.420	.143	.483	.622	.265	.589	.400	.139	1.1	.208	.470	.397	.473	X	.511	.600	.349	.472	.416	.189	.151	.281	.416	.412	.559	.262	.338	.256	.257	.261	.658	.245	.289	.462	.781	.603	.741	1.0	.570	.496	.644	.650	1.0	.397	.502	.848	1.0	.417	.579	.779	.985	.169	.529	.353	.541	1.0	.463	.120	.146	.103	.105	.126	.552	.489	.809	.630	.634	.538	.678	.670		.721	.991	.988	.296	.669	.556	.595	.635	.975	.741	.568	.817	.902	.846	.656	.806	.515	.696	.286	.251	.321
12	convnext_large:fb_in22k_ft_in1k	.428	.338	.338	.099	.680	.918	.990	.942	.944	.866	.947	.944	.794	.751	.742	.863	.647	.505	.500	.579	.527	.412	.902	.863	.940	.398	.398	.384	.290	.478	.902	.958	.992	.757	.235	.270	.227	.313	.408	.132	.490	.594	.248	.578	.337	.305	.158	.348	.529	.490	.527	X	.517	.584	.603	.470	.204	.698	.531	.492	.613	.502	.572	.806	.667	.606	.670	.467	1.0	.556	.704	.686	.732	.838	.887	.470	.277	.553	X	.598	.631	.883	.337	.087	1.0	.370	.951	.950	.385	.544	.068	.520	.845	.800	.336	.404	.447	.413	.420	.337	.603	.535	.851	.693	.700	.623	.720	.731		.775	.994	.994	.348	.844	.583	.634	.696	.991	.889	.609	.836	.948	.903	.656	.873	.613	.762	.355	.310	.401
13	convnext_xxlarge:clip_laion2b_soup_ft_in1k	.413	.303	.364	.157	.660	.813	.880	.700	.668	.941	.940	.840	.724	.664	.723	.663	.608	.743	.726	.578	.914	.755	.624	.584	.664	.338	.338	.522	.382	.662	.918	.837	.976	.941	.274	.220	.121	.318	.206	.206	X	X	.238	.586	.423	.260	.630	.449	.558	.529	.533	X	.523	.563	.558	.390	.103	.943	.699	.481	.361	.433	.223	.404	.600	.624	.650	.516	1.1	.746	.654	.520	.328	.558	.427	.000	X	X	X	.623	.942	.583	.152	.248	1.0	.370	.486	.836	.627	.544	1.0	.428	.845	.657	.270	.997	1.0	.998	1.0	.991	.844	.288	X	X	X	X	X	X		.853	.998	.998	.577	.944	.590	.675	.758	.996	.983	.787	.894	.979	.985	.800	.974	.748	.818	.587	.550	.624
14	vit_large_patch14_clip_224:openai_ft_in12k_in1k	.410	.325	.357	.169	.649	.706	.648	.591	.561	.789	.939	.710	.701	.621	.643	.810	.409	.704	.814	.503	.674	.827	.399	.305	.494	.539	.539	.657	.552	.762	.919	.886	.996	.875	.251	.177	.043	.312	.402	.052	.501	.638	.250	.567	.365	.255	.409	.395	.527	.473	.493	X	.496	.558	.631	.403	.269	.804	.635	.689	.473	.427	.493	.858	.589	.677	.707	.527	1.1	.658	.705	.728	.585	.944	.623	.186	.407	.156	.658	.605	.942	.942	.454	.048	1.0	1.0	.655	.510	.516	.544	.031	.320	.845	.657	.304	.465	.437	.713	.462	.250	.411	.449	.845	.186	.742	X	X	X		.809	.995	.996	.395	.900	.601	.647	.733	.993	.950	.666	.872	.968	.954	.719	.902	.655	.805	.406	.359	.453
15	convnext_tiny_imagenet_full_seed-0	.409	.386	.344	.147	.686	.848	.999	.847	.847	.761	.778	.834	.868	.719	.816	.661	.679	.704	.678	.432	.935	.772	.686	.694	.677	.491	.491	.461	.342	.579	.898	.865	.924	.904	.198	.345	.383	.307	.396	.056	.500	.638	.204	.584	.461	.295	.874	.424	.551	.550	.532	X	.431	.573	.456	.534	.433	.321	.264	.498	.665	.521	.564	.442	.419	.372	.427	.224	.870	.276	.395	.522	.521	.984	.578	.000	.429	.194	.665	.521	.631	.437	.825	.451	.719	.905	.110	.070	.667	.383	.034	1.0	.066	1.0	.220	.199	.135	.258	.210	.194	.529	.457	.777	.551	.561	.442	.602	.601		.675	.991	.993	.280	.344	.489	.564	.594	.988	.773	.526	.789	.893	.764	.631	.680	.544	.627	.280	.238	.322
16	deit_large_imagenet_full_seed-0	.407	.353	.351	.123	.694	.687	.748	.577	.624	.806	.769	.898	.386	.672	.638	.834	.543	.761	.865	.886	.542	.751	.677	.752	.601	.587	.587	.716	.738	.694	.759	.666	.937	.674	.236	.257	.220	.294	.403	.069	.504	.645	.223	.574	.402	.234	.668	.384	.523	.491	.515	X	.460	.554	.308	.411	.206	.181	.109	.416	.496	.439	.453	.036	.543	.207	.269	.196	.434	.198	.314	.328	.766	.889	.410	1.0	.551	.428	.674	.541	.467	1.0	.025	.015	.877	.836	.327	.950	.606	.282	.275	.264	.845	.800	.263	.175	.114	.207	.241	.137	.523	.488	.795	.611	.595	.525	.685	.638		.708	.992	.863	.302	.269	.630	.616	.683	.986	.705	.640	.880	.943	.829	.600	.728	.571	.796	.325	.265	.385
17	convnext_large_imagenet_full_seed-0	.406	.337	.322	.055	.704	.873	.939	.818	.775	.821	.950	.855	.952	.739	.778	.712	.726	.729	.714	.468	.978	.756	.662	.592	.732	.476	.476	.509	.359	.659	.942	.930	.974	.923	.207	.230	.147	.312	.411	.123	.490	.617	.235	.589	.384	.322	.354	.416	.536	.535	.525	X	.475	.575	.414	.395	.322	.284	.285	.354	.569	.453	.622	.355	.471	.339	.467	.236	.728	.287	.417	.443	.775	.709	.617	1.0	.512	.375	.650	.426	.383	.126	.113	.608	1.0	.461	.296	.686	.288	.169	.181	.767	.237	.657	.166	.229	.239	.165	.294	.216	.700	.487	.799	.616	.651	.510	.657	.645		.705	.995	.991	.303	.412	.522	.602	.631	.991	.820	.522	.817	.938	.795	.631	.760	.556	.704	.317	.265	.368
18	resnext101_32x48d_wsl	.405	.254	.093	.033	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.246	.165	.041	.288	.401	.079	.488	.637	.219	.582	.356	.223	.483	.326	.502	.446	.513	X	.557	.561	.626	.787	.581	.560	.619	.667	.664	.641	.755	.367	.579	.462	.548	.405	.908	.512	.851	.743	.871	.984	.929	.698	.375	.106	.644	.556	.771	.298	1.0	.389	.719	.621	.361	.923	.132	.326	.709	.573	.403	.560	.278	.655	.770	.817	.577	.454	.536	.486	.822	X	X	X	X	X	.499	.740	.994	.985	.334	.775	.560	.602	.633	.988	.838	.556	.752	.900	.895	.631	.905	.540	.696	.370	.299	.442
19	deit_base_imagenet_full_seed-0	.405	.348	.366	.121	.718	.719	.628	.589	.551	.902	.967	.735	.658	.741	.717	.813	.692	.716	.642	.677	.790	.752	.560	.552	.567	.805	.805	.604	.487	.721	.885	.871	.967	.816	.260	.254	.216	.291	.370	.005	.456	.621	.209	.561	.403	.236	.612	.425	.522	.519	.507	X	.463	.564	.276	.406	.309	.160	.076	.299	.465	.441	.447	.013	.460	.156	.169	.201	.492	.153	.185	.257	.768	.981	.854	.470	.598	.496	.701	.618	.423	.481	1.0	.118	1.0	.621	.148	.510	.452	.707	1.0	.696	.845	.657	.238	.167	.104	.248	.178	.137	.471	.466	.777	.568	.554	.475	.646	.598		.683	.992	.819	.280	.225	.584	.613	.665	.984	.650	.615	.850	.929	.793	.588	.676	.546	.799	.304	.240	.368
20	resnet50-vitoimagevidnet8	.403	.338	.379	.136	.738	.866	.975	.863	.876	.742	.964	.769	.870	.715	.473	.674	.999	.623	.738	.581	.543	.632	.524	.658	.390	.796	.796	.686	.607	.765	.959	.983	.987	.908	.261	.209	.121	.298	.390	.075	.476	.613	.218	.569	.375	.229	.456	.367	.528	.524	.523	X	.468	.437	.156	.170	.147	.162	.099	.210	.254	.212	.263	.003	.113	.090	.082	.135	.252	.086	.252	.119	.822	.734	.731	1.0	.580	.520	.640	.510	.283	.942	.125	1.0	.968	.409	.025	.141	.132	.187	.709	.239	.973	1.0	.483	.169	.156	.217	.178	.126	.590	.308	.615	.098	X	X	.391	X		.616	.980	.968	.205	.281	.514	.542	.560	.954	.669	.613	.691	.770	.720	.450	.649	.406	.499	.210	.152	.269
21	convnext_base_imagenet_full_seed-0	.400	.350	.394	.277	.695	.879	.931	.848	.772	.868	.968	.850	.920	.570	.619	.546	.543	.751	.851	.429	.884	.841	.749	.742	.756	.440	.440	.546	.409	.684	.928	.845	.961	.979	.210	.194	.105	.282	.391	.026	.487	.635	.217	.592	.421	.299	.632	.410	.540	.538	.530	X	.450	.549	.385	.365	.347	.278	.219	.406	.475	.418	.520	.287	.354	.347	.482	.206	.608	.274	.433	.520	.720	.917	.874	.367	.399	.162	.635	.465	.975	.078	.113	.102	1.0	.924	.180	.686	.288	.470	.267	.522	.108	.800	.209	.254	.312	.258	.241	.205	.619	.478	.798	.607	.636	.500	.648	.646		.698	.991	.993	.291	.400	.500	.578	.619	.984	.800	.537	.822	.934	.796	.613	.767	.546	.701	.284	.249	.318
22	resnet50-VITO-8deg-cc	.400	.337	.368	.136	.747	.825	.846	.715	.747	.843	.913	.854	.859	.762	.773	.714	.799	.695	.579	.611	.924	.667	.926	.869	.983	.616	.616	.475	.319	.630	.931	.923	.950	.921	.221	.206	.121	.290	.401	.075	.499	.623	.230	.578	.373	.229	.456	.377	.509	.527	.512	X	.463	.447	.421	.755	.430	.451	.264	.430	.522	.319	.580	.285	.625	.269	.292	.254	.701	.149	.449	.381	.822	.734	.731	1.0	.260	.520	X	.510	.283	.942	.125	1.0	.968	.409	.025	.141	.132	.187	.709	.239	.973	1.0	.483	.169	.156	.217	.178	.126	.590	.386	.616	.322	.174	.326	.373	.417	.174	.600	.966	.963	.211	.231	.471	.514	.542	.955	.648	.619	.666	.754	.724	.406	.645	.398	.486	.218	.167	.270
23	effnetb1_272x240	.398	.323	.334	.026	.720	.769	.787	.645	.594	.863	.930	.727	.833	.822	.851	.847	.768	.734	.807	.326	.947	.856	.829	.877	.781	.445	.445	.521	.403	.640	.921	.952	.976	.835	.254	.185	.036	.334	.405	.047	.501	.643	.254	.578	.367	.337	.328	.336	.542	.500	.530	X	.473	.549	.443	.792	.632	.357	.074	.614	.495	.495	.667	.088	.497	.307	.289	.356	.614	.283	.693	.285	.533	.832	.766	.000	.727	.708	.746	.473	.975	.152	.168	.004	.794	.378	.486	.950	.516	.068	.358	1.0	.470	.310	.242	.239	.281	.238	.210	.227	.573	.486	.777	.489	.428	.426	.537	.567	.305	.631	.977	.845	.227	.569	.454	.541	.527	.971	.492	.476	.675	.793	.787	.562	.779	.514	.535	.226	.181	.272
24	convnext_small_imagenet_full_seed-0	.397	.360	.356	.126	.704	.881	.986	.797	.867	.963	.899	.894	.761	.654	.729	.501	.732	.677	.711	.397	.853	.746	.836	.841	.832	.582	.582	.446	.393	.499	.851	.809	.910	.836	.238	.253	.231	.276	.391	.026	.491	.636	.211	.592	.441	.295	.744	.425	.545	.548	.530	X	.434	.581	.394	.462	.452	.206	.198	.367	.465	.554	.483	.330	.379	.289	.450	.197	.660	.278	.429	.509	.485	.740	.715	.000	.532	.395	.668	.466	.313	.223	.226	.951	.862	.621	.121	.621	.385	.208	.294	.848	.160	.682	.238	.235	.229	.310	.220	.182	.540	.475	.793	.588	.608	.483	.631	.632		.693	.989	.985	.294	.394	.485	.561	.608	.986	.816	.541	.809	.934	.799	.600	.756	.557	.669	.298	.255	.340
25	vit_huge_patch14_clip_224:laion2b_ft_in12k_in1k	.394	.275	.363	.150	.707	.745	.692	.621	.578	.868	.993	.746	.718	.671	.690	.766	.557	.766	.782	.617	.877	.786	.433	.363	.503	.761	.761	.631	.516	.747	.944	.955	.947	.931	.233	.205	.137	.273	.188	.126	X	X	.246	.570	.344	.265	.245	.397	.527	.471	.501	X	.513	.593	.636	.403	.240	.938	.744	.431	.564	.484	.461	.793	.648	.600	.638	.546	1.1	.776	.758	.645	.619	.785	.974	.098	.049	.098	X	.641	.942	.942	.168	.984	1.0	.275	.486	.510	.736	.400	.709	.320	.845	.657	.260	.714	.655	.930	.892	.379	.588	.256	X	X	X	X	X	X		.820	.997	.998	.448	.963	.585	.648	.731	.996	.959	.657	.895	.970	.969	.731	.951	.695	.743	.458	.412	.505
26	effnetb1_cutmixpatch_augmix_robust32_avge4e7_manylayers_324x288	.392	.320	.379	.000	.757	.900	.986	.862	.936	.962	.721	.919	.917	.882	.687	.967	.993	.714	.820	.271	.921	.843	.698	.772	.624	.818	.818	.625	.531	.720	.662	.721	.868	.397	.379	.192	.024	.360	.385	.003	.481	.641	.198	.603	.324	.181	.030	.426	.560	.532	.539	X	.464	.652	.338	.448	.215	.235	.113	.661	.590	.480	.542	.100	.243	.249	.214	.581	.509	.125	.290	.149	.723	.646	.523	1.0	.515	.412	.617	.466	.232	.152	.411	.102	.877	.551	.110	.923	.627	.867	.494	.320	.518	.342	.363	.183	.229	.186	.147	.171	.476	.348	.476	.181	.139	.130	.199	.256	.173	.509	.883	.539	.300	.200	.507	.486	.531	.909	.298	.309	.597	.636	.896	.369	.535	.344	.318	.402	.268	.537
27	convnext_tiny:in12k_ft_in1k	.390	.317	.325	.049	.705	.864	.951	.763	.755	.863	.910	.911	.893	.756	.752	.914	.603	.739	.745	.439	.965	.806	.781	.820	.742	.391	.391	.549	.431	.666	.857	.813	.882	.876	.222	.217	.138	.297	.386	.002	.484	.621	.243	.580	.338	.332	.097	.379	.540	.506	.516	X	.464	.570	.476	.746	.503	.297	.232	.471	.547	.468	.560	.457	.435	.459	.468	.334	.897	.336	.295	.590	.413	.515	.724	.000	.653	.640	.666	.529	.571	1.0	.532	.105	.589	.185	.099	.836	.691	1.0	.267	.428	.695	.401	.265	.193	.156	.269	.210	.137	.613	.478	.805	.607	.614	.514	.645	.654		.723	.991	.964	.259	.694	.530	.592	.635	.975	.811	.570	.786	.927	.836	.662	.779	.544	.730	.254	.217	.292
28	resnet152_imagenet_full	.390	.314	.316	.033	.644	.811	.995	.761	.738	.590	.959	.773	.861	.709	.429	.957	.740	.598	.645	.453	.699	.594	.318	.460	.177	.531	.531	.642	.541	.743	.897	.898	.979	.812	.272	.192	.086	.299	.407	.027	.510	.645	.251	.602	.339	.247	.215	.361	.528	.507	.512	X	.466	.520	.359	.692	.340	.309	.062	.607	.527	.474	.559	.048	.290	.289	.317	.259	.560	.177	.457	.129	.740	.957	.897	.367	.596	.495	.697	.546	.196	.184	1.0	.608	.650	.820	.121	.255	.736	.113	1.0	.110	.882	.975	.308	.201	.229	.227	.178	.171	.459	.243	X	.434	.389	.378	.466	.504		.566	.978	.794	.202	.331	.499	.542	.517	.963	.319	.469	.622	.716	.722	.450	.631	.335	.530	.213	.164	.263
29	vit_relpos_base_patch32_plus_rpn_256:sw_in1k	.389	.313	.367	.093	.792	.847	.870	.727	.707	.913	.969	.935	.806	.817	.553	.905	.994	.856	.924	.671	.913	.917	.725	.680	.770	.721	.721	.671	.565	.777	.905	.889	.939	.889	.217	.191	.111	.270	.359	.067	.440	.562	.190	.536	.335	.241	.228	.356	.520	.482	.517	X	.466	.475	.380	.519	.555	.282	.195	.529	.635	.477	.416	.116	.382	.181	.173	.212	.704	.202	.302	.583	.877	.868	.855	.908	.588	.600	.576	.504	.172	.942	.125	.011	1.0	.155	.655	.262	.132	.346	.529	1.0	.845	.883	.188	.178	.094	.227	.252	.137	.535	.485	.760	.590	.630	.474	.624	.631		.658	.988	.984	.355	.400	.555	.608	.658	.963	.444	.489	.767	.863	.662	.606	.680	.568	.604	.417	.326	.508
30	vit_large_patch14_clip_336:openai_ft_in12k_in1k	.388	.306	.289	.008	.649	.747	.733	.667	.639	.818	.885	.813	.671	.618	.721	.607	.527	.763	.715	.795	.727	.813	.383	.387	.379	.614	.614	.550	.424	.675	.865	.841	.924	.831	.212	.179	.057	.301	.404	.120	.471	.616	.240	.575	.353	.234	.349	.400	.528	.472	.490	X	.470	.523	.568	.248	.131	.752	1.2	.549	.503	.350	.220	.592	.537	.511	.564	.506	.993	.700	.751	.591	.799	.946	.754	.698	X	X	X	.601	.942	.942	1.0	.048	1.0	.551	.537	.510	.468	.255	.199	.428	.882	.657	.153	.795	.697	.951	.971	.561	.320	.231	X	X	X	X	X	X		.799	.998	.994	.362	.894	.571	.647	.700	.996	.953	.645	.875	.959	.966	.706	.935	.605	.772	.354	.321	.388
31	resnext101_32x32d_wsl	.388	.261	.126	.112	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.267	.171	.053	.289	.393	.062	.489	.629	.208	.574	.355	.224	.511	.314	.500	.428	.507	X	.515	.594	.631	.756	.577	.596	.645	.637	.650	.629	.735	.291	.695	.478	.579	.385	.990	.460	.871	.754	.553	.365	.313	.982	.465	.220	.710	.713	1.0	.372	.875	.730	.719	.820	.974	.475	.627	.961	.805	.390	.403	.831	.325	.368	.510	.238	.430	.294	.469	.510	.854	.621	.593	.542	.677	.671	X	.740	.997	.979	.299	.881	.532	.600	.646	.988	.772	.541	.769	.911	.864	.644	.911	.546	.701	.337	.267	.408
32	cvt_cvt-21-384-in22k_finetuned-in1k_4_LucyV4	.388	.297	.318	.057	.664	.776	.681	.685	.630	.920	.963	.745	.807	.519	.641	.570	.346	.697	.843	.421	.758	.768	.556	.532	.580	.492	.492	.712	.624	.801	.896	.927	.890	.872	.232	.154	.010	.298	.409	.081	.501	.634	.248	.583	.308	.254	.057	.389	.505	.491	.458	X	.478	.606	.530	.799	.329	.477	.252	.556	.650	.271	.752	.364	.454	.584	.672	.380	.793	.382	.653	.647	.514	.543	.000	1.0	.650	.562	.739	.585	.722	.601	.747	.184	1.0	.742	.861	.215	.349	.424	.782	.240	.658	.657	.271	.225	.198	.238	.315	.149	.446	.440	.766	.519	.527	.404	.573	.571		.687	.978	.973	.224	.700	.512	.577	.623	.973	.731	.476	.819	.909	.758	.588	.766	.416	.657	.227	.182	.272
33	voneresnet-50	.388	.342	.354	.001	.687	.781	.929	.714	.758	.766	.990	.813	.494	.898	.847	.887	.959	.747	.910	.789	.473	.817	.249	.170	.329	.397	.397	.926	.905	.947	.813	.714	.984	.742	.375	.206	.078	.334	.397	.046	.494	.641	.221	.582	.411	.320	.527	.418	.540	.536	.540	X	.433	.532	.152	.218	.069	.121	.062	.281	.289	.284	.152	.037	.132	.080	.045	.057	.463	.062	.154	.079	.816	.582	.867	1.0	.572	.535	.609	.388	.517	.270	.454	.036	.968	.905	.134	.155	.691	.424	.164	.428	.066	.222	.357	.226	.229	.217	.241	.216	.421	.189	X	.098	.391	X	X	X		.537	.966	.621	.242	.169	.565	.547	.550	.920	.228	.448	.584	.652	.644	.519	.591	.400	.477	.309	.224	.394
34	cvt_cvt-13-224-in1k_4_LucyV4	.387	.302	.344	.030	.778	.948	.971	.982	.933	.922	.971	.920	.937	.807	.776	.828	.816	.638	.761	.492	.646	.655	.716	.638	.794	.867	.867	.580	.450	.711	.892	.897	.935	.845	.223	.170	.035	.304	.390	.015	.504	.618	.236	.577	.305	.233	.000	.386	.517	.519	.477	X	.472	.519	.442	.804	.507	.233	.151	.537	.643	.561	.699	.151	.361	.342	.397	.218	.668	.242	.417	.587	.681	.965	.712	.367	.527	.340	.715	.615	.383	.706	.676	.730	1.0	.417	.723	.524	.261	.961	.164	.632	.596	.831	.217	.192	.166	.248	.147	.205	.586	.405	.764	.417	.514	.413	X	.568		.639	.988	.974	.216	.294	.494	.548	.610	.982	.622	.460	.750	.871	.771	.569	.689	.482	.546	.207	.172	.243
35	vit_large_patch14_clip_336:laion2b_ft_in1k	.386	.340	.382	.254	.656	.801	.795	.702	.637	.949	.967	.796	.764	.578	.524	.742	.467	.623	.654	.434	.528	.875	.455	.470	.440	.829	.829	.515	.367	.663	.788	.722	.970	.673	.236	.277	.262	.293	.409	.199	.454	.594	.238	.562	.292	.201	.119	.312	.509	.423	.479	X	.431	.596	.640	.387	.413	.748	1.2	.574	.481	.451	.348	.722	.623	.599	.651	.559	1.0	.734	.734	.604	.319	.656	.301	.000	X	X	X	.646	.771	.942	.554	.011	1.0	.905	1.0	.779	.468	.400	.135	.573	.845	.657	.200	.773	.655	.941	.913	.583	.273	.225	X	X	X	X	X	X		.782	.998	.950	.339	.906	.566	.622	.679	.995	.941	.611	.836	.945	.953	.713	.946	.599	.700	.343	.299	.388
36	deit_small_imagenet_full_seed-0	.383	.360	.326	.187	.552	.741	.986	.757	.795	.745	.354	.808	.739	.622	.442	.736	.688	.546	.678	.710	.209	.586	.185	.341	.028	.521	.521	.555	.441	.669	.694	.709	.686	.687	.240	.288	.278	.299	.410	.135	.506	.627	.224	.558	.416	.222	.851	.364	.502	.484	.487	X	.406	.543	.242	.454	.308	.096	.061	.338	.410	.415	.371	.019	.460	.089	.084	.190	.335	.102	.131	.257	.519	.720	.527	.310	.675	.669	.681	.426	.077	.361	.046	.629	.719	.254	.327	.475	.141	.783	.325	.264	.882	.682	.207	.184	.146	.176	.231	.182	.448	.432	.750	.510	.484	.403	.596	.555		.639	.981	.777	.251	.219	.550	.569	.623	.971	.505	.605	.778	.868	.772	.544	.656	.512	.689	.260	.206	.313
37	resnet50_robust_l2_eps1	.381	.369	.388	.015	.780	.860	.908	.837	.796	.813	.984	.836	.848	.853	.895	.665	.998	.669	.683	.597	.808	.589	.853	.916	.789	.806	.806	.534	.427	.640	.883	.878	.986	.783	.370	.257	.121	.393	.393	.028	.481	.633	.235	.588	.439	.328	.632	.455	.542	.565	.552	X	.392	.485	.124	.152	.113	.144	.055	.291	.206	.233	.088	.060	.082	.074	.075	.062	.231	.043	.163	.033	.548	.982	.662	.000	.596	.651	.541	.437	.571	.073	1.0	.335	.650	.249	.014	.510	.317	.187	.782	.046	1.0	.377	.503	.262	.208	.320	.304	.216	.180	.428	.671	.362	.242	.370	.353	.485	.165	.547	.959	.425	.332	.206	.637	.558	.608	.896	.269	.427	.644	.696	.634	.600	.634	.441	.323	.393	.301	.485
38	cvt_cvt-13-384-in22k_finetuned-in1k_4_LucyV4	.377	.305	.339	.050	.739	.931	.936	.890	.903	.939	.963	.972	.910	.731	.808	.704	.683	.681	.828	.504	.665	.728	.672	.595	.749	.667	.667	.584	.483	.685	.906	.903	.917	.898	.227	.168	.030	.307	.401	.024	.518	.664	.215	.584	.313	.264	.066	.372	.513	.503	.475	X	.448	.564	.452	.811	.565	.394	.124	.593	.659	.500	.486	.127	.385	.382	.462	.268	.685	.213	.590	.441	.480	.796	.644	.000	.613	.559	.666	.574	.631	.126	1.0	.118	1.0	.035	.486	1.0	.195	.783	.709	.699	.630	.618	.289	.218	.270	.176	.210	.216	.393	.441	.749	.481	.482	.388	.528	.526		.650	.966	.924	.300	.438	.509	.528	.590	.946	.628	.481	.727	.845	.743	.600	.719	.485	.616	.323	.260	.386
39	cvt_cvt-21-384-in1k_4_LucyV4	.373	.317	.338	.019	.773	.949	.986	.917	.954	.921	.960	.978	.927	.625	.635	.666	.575	.713	.920	.550	.641	.741	.688	.528	.848	.898	.898	.644	.543	.746	.897	.868	.909	.913	.223	.176	.057	.295	.426	.161	.503	.625	.265	.578	.328	.265	.184	.389	.501	.496	.459	X	.428	.478	.502	.727	.445	.372	.243	.464	.535	.432	.726	.200	.391	.734	.707	.338	.763	.293	.646	.515	.257	.204	.568	.000	.585	.424	.746	.538	.517	.157	1.0	.002	1.0	.509	.475	.706	.691	.282	.435	.264	.845	.657	.219	.185	.125	.238	.252	.126	.659	.410	.762	.510	.526	.390	.582	.541		.604	.983	.983	.175	.244	.469	.537	.546	.975	.567	.349	.761	.850	.727	.550	.604	.386	.568	.174	.137	.211
40	Res2Net50_26w_4s	.372	.330	.366	.101	.713	.864	.994	.830	.896	.693	.911	.815	.913	.840	.605	.956	.960	.624	.704	.462	.687	.642	.449	.529	.369	.617	.617	.676	.575	.776	.921	.953	.943	.866	.286	.207	.100	.314	.400	.013	.504	.642	.236	.604	.348	.267	.211	.376	.526	.523	.531	X	.414	.479	.254	.491	.228	.218	.076	.350	.394	.383	.353	.040	.174	.177	.193	.177	.390	.119	.313	.243	.504	.649	.862	.000	.661	.630	.692	.475	.698	.641	.911	.214	.589	1.000	.199	.418	.569	.050	.294	.520	.108	.443	.354	.214	.218	.238	.273	.126	.371	.378	.748	.413	.334	.368	.473	.474	X	.560	.978	.829	.177	.194	.497	.536	.546	.964	.309	.431	.652	.780	.696	.506	.621	.354	.449	.170	.136	.205
41	cvt_cvt-21-224-in1k_4_LucyV4	.371	.324	.350	.058	.772	.939	.963	.971	.935	.903	.974	.900	.928	.692	.655	.782	.638	.646	.767	.485	.665	.668	.735	.635	.834	.870	.870	.584	.499	.669	.939	.911	.972	.935	.220	.200	.092	.308	.397	.074	.496	.609	.245	.559	.348	.188	.380	.391	.512	.504	.464	X	.419	.470	.378	.703	.460	.309	.168	.429	.519	.366	.554	.195	.368	.289	.228	.181	.618	.234	.311	.493	.438	.617	.696	.000	.408	.100	.716	.619	.346	.728	.676	.184	1.0	.171	.593	.860	.195	.638	.979	.935	.470	.883	.238	.175	.104	.248	.220	.126	.626	.427	.766	.530	.538	.416	.585	.581		.639	.986	.985	.202	.356	.477	.534	.573	.973	.664	.479	.761	.841	.738	.544	.654	.466	.621	.199	.161	.238
42	resnet50_tutorial	.369	.310	.355	.013	.776	.893	.898	.855	.822	.920	.977	.908	.875	.842	.803	.857	.867	.673	.783	.585	.680	.643	.836	.926	.747	.634	.634	.613	.494	.732	.939	.946	.968	.904	.278	.153	.014	.293	.396	.008	.510	.656	.200	.602	.335	.210	.213	.362	.527	.514	.517	X	.429	.499	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194	.412	.901	.335	.000	.702	.736	.667	.497	.975	.662	1.0	.248	.261	.137	.060	.836	.425	.075	1.0	.197	.081	1.0	.488	.191	.229	.176	.178	.182	.407	.367	.718	.383	.284	.345	.453	.449		.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.141	.214
43	resnet50-moclr8deg	.369	.331	.360	.077	.760	.882	.906	.850	.814	.894	.974	.808	.924	.872	.835	.785	.997	.619	.659	.598	.678	.542	.826	.897	.754	.686	.686	.545	.414	.676	.888	.918	.982	.766	.242	.196	.097	.295	.401	.115	.487	.618	.215	.569	.369	.265	.285	.416	.545	.521	.547	X	.407	.507	.267	.461	.403	.229	.090	.394	.453	.340	.332	.063	.187	.182	.159	.190	.395	.093	.295	.266	.553	.978	.680	.000	.319	-0.009	.648	.415	.104	.397	.337	.184	.437	.304	.148	.064	.691	.470	1.0	.353	.882	.443	.534	.147	.177	.124	.105	.182	.515	.389	.647	.358	.325	.271	.387	.449	.165	.572	.977	.936	.172	.219	.505	.534	.556	.957	.461	.469	.589	.730	.734	.469	.525	.321	.571	.201	.137	.266
44	antialiased-r50	.369	.340	.347	.009	.746	.859	.868	.820	.782	.862	.995	.836	.852	.822	.651	.887	.927	.726	.881	.371	.836	.814	.666	.731	.601	.699	.699	.575	.472	.679	.873	.878	.983	.758	.285	.206	.089	.322	.398	.002	.514	.655	.212	.607	.409	.242	.640	.401	.540	.495	.545	X	.398	.488	.252	.574	.308	.182	.078	.318	.315	.290	.336	.020	.214	.134	.127	.195	.574	.115	.281	.224	.345	.663	.372	.000	.688	.662	.715	.496	.423	.361	.502	.608	.640	.204	.110	.836	.839	.027	.951	.472	.288	.682	.290	.213	.187	.227	.220	.216	.409	.425	.732	.396	.296	.355	.465	.468	.272	.553	.981	.805	.178	.138	.496	.547	.540	.952	.325	.464	.614	.729	.691	.525	.611	.379	.427	.174	.133	.214
45	AdvProp_efficientnet-b6	.368	.316	.344	.022	.728	.923	.994	.930	.921	.873	.907	.878	.956	.732	.564	.836	.796	.737	.857	.410	.862	.820	.596	.895	.297	.670	.670	.641	.574	.708	.794	.702	.946	.735	.281	.183	.013	.353	.392	.015	.483	.643	.230	.587	.345	.309	.101	.343	.555	.554	.553	X	.421	.448	.324	.546	.179	.219	.139	.553	.656	.556	.336	.014	.221	.130	.187	.150	.610	.143	.463	.401	.770	.802	.599	.908	.294	.206	.383	.500	.210	.361	.650	.951	1.0	.254	.361	.043	.569	.187	.545	.520	.695	.657	.185	.289	.250	.351	.430	.126	.558	.587	.741	.563	.566	.505	.575	.605	.294	.709	.989	.840	.525	.600	.625	.656	.717	.977	.459	.568	.670	.875	.750	.650	.787	.650	.708	.627	.497	.758
46	focalnet_tiny_lrf_in1k	.367	.325	.320	.002	.724	.920	.993	.875	.901	.900	.895	.964	.911	.858	.793	.864	.917	.653	.797	.659	.569	.586	.582	.656	.509	.597	.597	.558	.451	.665	.899	.871	.962	.865	.233	.192	.056	.328	.402	.028	.490	.653	.249	.592	.386	.193	.620	.336	.521	.499	.536	X	.408	.498	.450	.647	.506	.313	.144	.603	.646	.550	.610	.220	.436	.344	.317	.273	.822	.274	.346	.601	.282	.756	.089	.000	.321	.092	.550	.535	.798	.728	1.0	.389	1.0	.820	.655	.379	.109	.055	.862	.179	.518	X	.326	.226	.260	.176	.220	.250	.628	.524	.781	.568	.618	.455	.605	.591	.346	.680	.991	.988	.252	.388	.537	.592	.627	.973	.608	.505	.822	.905	.765	.662	.706	.551	.680	.247	.209	.286
47	resnet_50_v2	.366	.320	.394	.238	.702	.837	.876	.872	.862	.631	.983	.755	.881	.738	.511	.846	.858	.626	.723	.482	.648	.651	.371	.462	.280	.772	.772	.642	.530	.753	.929	.970	.952	.864	.241	.207	.118	.295	.375	.005	.508	.623	.175	.562	.304	.165	.158	.344	.498	.450	.510	X	.413	.560	.475	.738	.647	.383	.151	.491	.630	.541	.622	.100	.415	.448	.455	.413	.777	.242	.555	.458	.350	.336	.714	.000	.448	.189	.707	.407	.172	.152	.650	.159	.579	.672	.134	.686	.627	.867	.267	.428	.195	.116	.408	.141	.114	.196	.115	.137	.515	.393	.758	.431	.366	.348	.504	.505		.585	.966	.951	.205	.287	.425	.511	.494	.955	.405	.414	.653	.823	.840	.525	.656	.378	.455	.191	.159	.222
48	effnetb1_cutmixpatch_SAM_robust32_avge6e8e9e10_manylayers_324x288	.366	.332	.379	.000	.757	.900	.986	.861	.937	.961	.720	.919	.915	.881	.686	.966	.992	.714	.819	.271	.919	.845	.699	.771	.626	.819	.819	.627	.532	.721	.661	.720	.866	.397	.379	.191	.025	.356	.409	.105	.487	.638	.204	.611	.351	.277	.166	.418	.532	.503	.560	X	.400	.623	.399	.491	.186	.294	.182	.783	.662	.569	.493	.056	.311	.383	.278	.646	.781	.157	.381	.137	.273	.251	.568	.000	.526	.436	.616	.414	.346	.529	.454	.087	.293	.461	.011	.475	.317	.961	.149	.935	.630	.141	.381	.127	.177	.134	.105	.093	.457	.275	.437	.147	.096	.120	.159	.213		.456	.866	.309	.245	.150	.499	.453	.438	.904	.209	.286	.558	.541	.865	.369	.514	.311	.242	.334	.216	.453
49	efficientnet_b0	.363	.322	.350	.067	.738	.801	.884	.874	.775	.816	.893	.604	.762	.667	.521	.787	.691	.646	.784	.548	.669	.582	.803	.878	.728	.840	.840	.555	.423	.687	.852	.788	.935	.831	.247	.202	.119	.285	.387	.011	.487	.636	.233	.566	.350	.289	.242	.354	.539	.500	.527	X	.403	.492	.319	.684	.219	.346	.106	.583	.538	.444	.507	.054	.152	.154	.181	.165	.544	.132	.369	.249	.495	.983	.503	.000	.440	.197	.683	.550	.771	.086	.911	.730	1.0	.672	.081	.757	.177	.576	.709	.239	.237	.753	.342	.120	.104	.134	.115	.126	.463	.445	.733	.426	.362	.371	.489	.480	.270	.594	.975	.904	.209	.362	.499	.555	.606	.959	.373	.444	.595	.743	.736	.531	.636	.475	.499	.203	.166	.240
50	cvt_cvt-13-384-in1k_4_LucyV4	.362	.298	.333	.020	.746	.845	.909	.739	.725	.931	.972	.878	.760	.678	.818	.644	.571	.761	.834	.374	.960	.877	.732	.800	.664	.698	.698	.577	.443	.711	.930	.961	.967	.862	.233	.166	.026	.306	.391	.010	.500	.623	.244	.576	.304	.238	.011	.405	.509	.499	.465	X	.426	.505	.536	.670	.431	.441	.160	.551	.582	.494	.818	.305	.492	.596	.713	.343	.900	.331	.678	.614	.518	.333	.539	.683	.494	.255	.732	.496	1.0	.583	.276	.006	1.0	.342	.199	.262	.120	.138	1.0	.520	.845	.657	.198	.157	.146	.145	.199	.137	.501	.420	.774	.511	.504	.404	.588	.546		.619	.983	.968	.209	.312	.481	.550	.596	.984	.564	.398	.717	.823	.742	.506	.675	.481	.542	.195	.163	.226
51	resnet_50_v1	.362	.326	.355	.013	.776	.894	.897	.856	.824	.921	.979	.908	.875	.841	.805	.856	.863	.673	.782	.587	.680	.643	.836	.925	.747	.633	.633	.614	.496	.733	.939	.945	.969	.904	.278	.190	.061	.320	.396	.008	.510	.656	.200	.602	.363	.243	.366	.378	.536	.480	.539	X	.397	.528	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194	.412	.901	.335	.000	.802	.928	.676	.388	.324	.203	.650	.335	.968	.409	.025	1.0	.215	.033	.480	.430	.034	.329	.288	.191	.229	.176	.178	.182	.331	.352	.718	.306	.284	.345	X	.449		.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.141	.214
52	grcnn	.360	.290	.350	X	.762	.910	.921	.908	.911	.893	.933	.916	.884	.850	.850	.804	.898	.673	.788	.544	.694	.664	.611	.756	.467	.723	.723	.649	.544	.755	.918	.983	.925	.847	.289	.153	X	.306	.385	X	.472	.623	.239	.592	.274	X	X	.400	.538	.500	.477	X	.430	.520	.235	.439	.184	.179	.075	.325	.414	.380	.280	.009	.194	.120	.125	.161	.482	.099	.340	.182	.632	.507	.692	.698	.690	.708	.672	.489	.771	.777	.205	.031	.794	1.0	.134	.757	.468	.255	.435	.264	.767	.189	.361	.183	.135	.238	.178	.182	.331	.355	.732	.294	.330	.363	X	.485		.563	.978	.790	.186	.256	.505	.544	.550	.954	.369	.443	.633	.752	.676	.512	.613	.393	.417	.186	.146	.226
53	AT_efficientnet-b2	.360	.320	.317	.054	.649	.690	.795	.625	.526	.705	.697	.633	.849	.688	.731	.782	.550	.665	.833	.338	.613	.876	.515	.513	.517	.620	.620	.511	.429	.593	.855	.787	.987	.792	.248	.236	.178	.295	.376	.031	.482	.636	.169	.563	.351	.348	.082	.383	.556	.541	.550	X	.400	.480	.283	.468	.200	.232	.163	.541	.501	.468	.338	.010	.165	.161	.186	.137	.553	.115	.315	.250	.433	.836	.463	.000	.457	.348	.565	.470	.771	.033	.793	.389	1.0	.230	.361	.686	.195	.187	.862	.322	.089	.657	.265	.259	.302	.289	.241	.205	.552	.494	.739	.508	.513	.431	.528	.562	.265	.643	.988	.864	.277	.469	.522	.566	.625	.968	.473	.526	.659	.796	.752	.550	.713	.566	.618	.314	.241	.387
54	resnext101_32x16d_wsl	.359	.220	.088		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.263	.151		.302	.391		.512	.645	.210	.587	.252	X		.328	.497	.439	.499	X	.497	.509	.642	.696	.771	.595	.719	.731	.662	.726	.757	.294	.535	.431	.592	.391	.883	.539	.859	.731	.916	.903	.865	.982	.519	.346	.692																.387	.471	.603	.558	.409	.315	.534	.508	.851	.615	.587	.533	.670	.671		.722	.991	.973	.308	.762	.537	.569	.619	.984	.684	.555	.753	.902	.855	.637	.909	.547	.693	.351	.277	.426
55	convnext_base:clip_laiona_augreg_ft_in1k_384	.359	.327	.326	.027	.707	.945	.966	.909	.911	.925	.963	.989	.950	.535	.529	.664	.413	.681	.841	.452	.749	.680	.698	.590	.807	.615	.615	.571	.452	.689	.908	.846	.973	.903	.244	.207	.107	.307	.382	.021	.458	.615	.224	.592	.393	.253	.554	.378	.540	.495	.528	X	.390	.528	.597	.422	.349	.686	1.0	.472	.555	.511	.256	.709	.516	.621	.586	.476	.966	.658	.750	.576	.616	.438	.713	.698	X	X	X	.558	.383	.437	.411	.848	1.0	.417	.296	.379	.839	.961	.068	.573	.541	.657	.257	.564	.582	.600	.609	.465	X	.405	.841	.149	.597	X	X	X		.750	.997	.990	.281	.863	.519	.556	.590	.993	.927	.557	.805	.936	.922	.637	.925	.561	.686	.285	.244	.325
56	convnext_femto_ols:d1_in1k	.357	.328	.349	.166	.676	.930	1.0	.973	.941	.866	.974	.933	.826	.717	.743	.557	.852	.384	.379	.346	.570	.241	.931	.964	.899	.470	.470	.402	.316	.489	.894	.887	.969	.827	.205	.170	.047	.294	.389	.000	.485	.631	.240	.588	.404	.326	.674	.322	.519	.458	.527	X	.386	.512	.445	.866	.503	.325	.158	.482	.588	.424	.633	.175	.379	.350	.378	.255	.767	.247	.409	.617	.276	.029	.798	.000	.610	.480	.741	.438	.346	1.0	.113	.335	.706	1.0	.037	.141	.145	.326	1.0	.632	.195	.155	.242	.131	.083	.124	.178	.137	.434	.367	.729	.336	.376	X	.488	.477		.585	.972	.804	.201	.331	.439	.508	.469	.946	.544	.451	.713	.836	.704	.475	.637	.414	.507	.184	.154	.213
57	resnet50-SIN_IN	.357	.332	.375	.137	.706	.850	.940	.814	.867	.685	1.0	.719	.927	.818	.626	.922	.907	.606	.694	.491	.609	.631	.506	.623	.388	.600	.600	.659	.550	.769	.901	.932	.943	.827	.282	.181	.038	.324	.392	.004	.506	.648	.204	.599	.381	.255	.431	.379	.547	.507	.552	X	.381	.541	.213	.344	.193	.272	.115	.355	.258	.356	.291	.042	.129	.091	.063	.119	.388	.101	.389	.116	.596	.986	.801	.000	.541	.473	.610	.336	.591	.071	1.0	.298	.352	.417	.017	.078	.606	.255	.164	.121	.073	.657	.329	.197	.208	.176	.199	.205	.293	.467	.746	.442	.389	.384	.487	.508	.239	.627	.977	.871	.258	.219	.546	.589	.619	.927	.366	.484	.664	.798	.645	.556	.730	.910	.496	.283	.219	.347
58	shufflenet_v2_x1_0	.355	.331	.336	.114	.658	.805	.848	.740	.658	.896	.880	.833	.782	.661	.721	.729	.534	.738	.705	.598	.923	.725	.432	.361	.504	.535	.535	.570	.458	.682	.864	.772	.877	.943	.235	.208	.121	.295	.380	.090	.463	.602	.189	.556	.401	.385	.455	.392	.533	.491	.554	X	.379	.500	.080	.130	.006	.123	.069	.222	.158	.168	.107	.004	.060	.016	.015	.074	.083	.046	.046	.034	.488	.264	.220	.982	.786	.917	.656	.443	.517	.152	.967	.819	.396	.686	.081	.171	.195	.255	.583	1.0	.073	.310	.379	.194	.114	.279	.210	.171	.165	.356	.643	.272	.125	.282	.350	.332	.182	.498	.936	.641	.182	.100	.514	.559	.550	.880	.325	.388	.592	.598	.583	.394	.546	.386	.284	.186	.145	.226
59	vit_tiny_r_s16_p8_384:augreg_in21k_ft_in1k	.355	.288	.270	.026	.506	.904	.994	.911	.973	.906	.719	.911	.913	.548	.245	.584	.814	.559	.714	.198	.653	.669	.661	.479	.844	.104	.104	.380	.343	.418	.388	.269	.780	.114	.278	.167	.036	.298	.375	.022	.469	.616	.198	.571	.338	.286	.230	.351	.512	.505	.483	X	.422	.511	.283	.488	.481	.271	.077	.424	.365	.429	.356	.038	.180	.222	.164	.213	.469	.119	.317	.196	.412	.412	.824	.000	.649	.553	.745	.636	.141	.883	1.0	.009	.877	1.0	.655	.461	1.0	.638	.395	.770	.541	.539	.469	.117	.125	.103	.115	.126	.300	.379	.715	.427	.388	.364	.455	.501		.580	.977	.955	.182	.237	.477	.516	.565	.932	.480	.415	.645	.730	.702	.519	.601	.445	.481	.174	.136	.213
60	AdvProp_efficientnet-b2	.354	.318	.317	.054	.650	.691	.795	.627	.525	.707	.695	.635	.852	.687	.732	.779	.549	.666	.835	.339	.611	.878	.516	.512	.519	.625	.625	.512	.428	.596	.854	.784	.985	.792	.247	.228	.178	.278	.379	.031	.478	.638	.183	.565	.347	.348	.082	.360	.555	.532	.552	X	.391	.410	.283	.468	.200	.232	.163	.541	.501	.468	.338	.010	.165	.161	.186	.137	.553	.115	.315	.250	.433	.836	.463	.000	.457	.348	.565	.470	.771	.033	.793	.389	1.0	.230	.361	.686	.195	.187	.862	.322	.089	.657	.265	.259	.302	.289	.241	.205	.552	.494	.739	.508	.513	.431	.528	.562	.265	.643	.988	.864	.277	.469	.522	.566	.625	.968	.473	.526	.659	.796	.752	.550	.713	.566	.618	.314	.241	.387
61	resnet50-SIN	.354	.350	.357	.002	.770	.842	.896	.792	.741	.870	.921	.859	.813	.891	.782	.898	.995	.664	.823	.468	.645	.718	.906	.963	.848	.574	.574	.614	.507	.720	.898	.942	.968	.784	.300	.233	.133	.333	.381	.039	.477	.612	.200	.580	.429	.289	.765	.386	.542	.484	.534	X	.359	.448	.107	.111	.085	.144	.062	.243	.134	.256	.048	.049	.064	.048	.040	.055	.245	.022	.187	.023	.924	.970	.803	1.0	.425	.371	.479	.323	.324	.397	.062	.164	.293	1.0	.134	.255	.691	.255	.358	.291	.073	.222	.254	.245	.322	.155	.168	.337	.142	.490	.602	.384	.344	.297	.436	.458	.132	.673	.922	.856	.524	.469	.627	.683	.692	.834	.706	.311	.661	.807	.528	.506	.765	.910	.632	.660	.506	.814
62	resnet50-SIN_IN_IN	.351	.342	.347	.008	.758	.868	.878	.813	.800	.923	.927	.891	.841	.808	.759	.838	.827	.665	.815	.535	.648	.663	.848	.931	.765	.607	.607	.586	.466	.706	.925	.956	.976	.844	.275	.240	.159	.321	.393	.005	.510	.651	.202	.596	.386	.239	.454	.411	.539	.514	.545	X	.360	.523	.235	.464	.229	.228	.069	.432	.313	.313	.367	.060	.109	.079	.132	.150	.492	.114	.274	.162	.215	.412	.232	.000	.727	.785	.669	.447	.313	.410	.554	.451	.877	.370	.180	.510	.195	.018	1.0	.353	.108	.917	.272	.179	.218	.145	.115	.239	.284	.435	.767	.404	.304	.366	.471	.473	.264	.571	.978	.823	.173	.188	.515	.573	.558	.948	.334	.460	.636	.755	.678	.494	.654	.450	.496	.169	.133	.205
63	AdvProp_efficientnet-b4	.349	.308	.313	.014	.681	.834	.880	.858	.754	.886	.780	.822	.861	.806	.707	.728	.985	.684	.816	.276	.820	.824	.568	.635	.502	.505	.505	.604	.479	.729	.768	.889	.654	.762	.243	.170	.009	.330	.393	.007	.502	.663	.212	.579	.358	.358	.144	.355	.556	.538	.559	X	.390	.408	.315	.450	.155	.213	.107	.619	.559	.597	.353	.083	.258	.250	.189	.115	.521	.138	.443	.309	.543	.834	.793	.000	.354	.247	.461	.534	.771	.203	.056	.335	1.0	.621	.882	.115	.385	.783	.951	.696	.028	.657	.228	.293	.302	.289	.409	.171	.448	.549	.718	.533	.548	.463	.540	.580	.265	.681	.981	.795	.444	.600	.603	.620	.683	.973	.503	.540	.678	.834	.719	.606	.736	.599	.656	.548	.415	.680
64	resnet_SIN_IN_FT_IN	.347	.294	.349	X	.756	.883	.897	.832	.779	.921	.987	.913	.852	.714	.725	.722	.694	.725	.765	.436	.906	.793	.834	.903	.765	.677	.677	.595	.476	.714	.864	.889	.935	.768	.291	.161	X	.321	.392	X	.510	.651	.202	.596	.274	X	X	.376	.538	.472	.532	X	.400	.499	.235	.464	.229	.228	.069	.432	.313	.313	.367	.060	.109	.079	.132	.150	.492	.114	.274	.162	.215	.412	.232	.000	.757	.858	.657	.510	.423	.802	.411	.048	.877	.551	.882	.836	.050	.230	.662	.217	.351	.800	.489	.179	.218	.145	.115	.239	.317	.428	.731	.404	.304	.366	.471	.473	.264	.571	.978	.823	.173	.188	.515	.573	.558	.948	.334	.460	.636	.755	.678	.494	.654	.450	.496	.169	.133	.205
65	voneresnet-50-non_stochastic	.347	.346	.380	.002	.751	.862	.999	.759	.712	.772	.991	.878	.920	.924	.872	.929	.970	.788	.783	.726	.732	.912	.516	.647	.384	.377	.377	.904	.911	.898	.885	.912	.819	.924	.387	.217	.107	.326	.388	.006	.487	.632	.233	.584	.398	.337	.459	.394	.535	.517	.543	X	.348	.530	.219	.361	.140	.204	.084	.417	.286	.391	.231	-0.030	.209	.059	.108	.130	.602	.097	.301	.132	.054	.161	.000	.000	.577	.529	.625	.465	.798	.246	.718	.184	.952	.609	.010	.686	.237	.383	.199	1.0	.050	.443	.368	.175	.156	.165	.220	.160	.398	.419	.702	.403	.332	.357	.429	.495	.232	.547	.972	.776	.198	.125	.519	.509	.523	.941	.295	.449	.595	.695	.678	.506	.645	.395	.479	.212	.160	.264
66	AdvProp_efficientnet-b7	.344	.307	.336	.000	.733	.876	.862	.884	.819	.849	.951	.870	.895	.786	.749	.809	.800	.719	.824	.403	.859	.789	.637	.826	.448	.605	.605	.589	.490	.688	.921	.955	.933	.875	.275	.171	.000	.341	.385	.004	.482	.640	.218	.581	.338	.281	.075	.351	.562	.552	.547	X	.381	.445	.305	.521	.139	.238	.092	.646	.578	.505	.434	.053	.203	.168	.190	.123	.497	.116	.427	.260	.695	.788	.929	.367	X	X	X	.501	.722	.583	.168	.056	1.0	.672	.037	.563	.569	.055	.888	.198	.845	.657	.142	.360	.291	.445	.430	.272	.597	.590	.751	.578	.582	.516	.597	.617	.297	.713	.992	.796	.522	.662	.618	.634	.715	.986	.480	.544	.723	.891	.764	.625	.795	.654	.724	.612	.495	.729
67	resnet101_imagenet_full	.344	.321	.317	.017	.657	.830	.941	.826	.829	.661	.968	.730	.857	.782	.498	.911	.936	.611	.652	.542	.677	.572	.370	.496	.245	.527	.527	.609	.489	.729	.867	.888	.936	.778	.277	.180	.087	.272	.406	.036	.509	.636	.252	.599	.381	.274	.504	.341	.532	.487	.527	X	.366	.513	.306	.653	.171	.242	.074	.412	.433	.377	.528	.043	.165	.250	.221	.250	.681	.163	.405	.131	.346	.550	.487	.000	.508	.362	.654	.457	.217	.223	.023	.056	.483	.924	.055	.510	1.0	.667	.199	1.0	.596	.443	.316	.156	.239	.145	.126	.115	.329	.235	X	.415	.364	.361	.447	.485		.558	.975	.767	.189	.294	.502	.528	.498	.961	.369	.414	.622	.757	.701	.487	.609	.331	.476	.200	.152	.249
68	resnet50_imagenet_full	.342	.316	.315	.047	.656	.818	.826	.760	.741	.899	.933	.865	.698	.734	.486	.841	.876	.719	.795	.503	.793	.784	.243	.331	.156	.596	.596	.633	.545	.721	.848	.835	.929	.780	.243	.186	.074	.298	.380	.022	.476	.635	.192	.575	.384	.317	.380	.384	.541	.524	.541	X	.368	.520	.314	.585	.335	.244	.084	.443	.448	.318	.531	.045	.213	.320	.216	.204	.646	.155	.438	.105	.573	.791	.929	.000	.330		.659	.403	.484	.777	.612	.248	.862	.370	.148	.189	.549	.092	.242	.179	.470	.417	.318	.171	.229	.124	.147	.182	.316	.143	X							.536	.972	.738	.182	.263	.464	.498	.452	.950	.336	.411	.606	.718	.689	.438	.614	.351	.430	.178	.139	.217
69	efficientnet_b2_imagenet_full	.342	.337	.358	.185	.629	.756	.889	.550	.619	.914	.839	.835	.647	.802	.686	.907	.814	.616	.516	.359	.913	.677	.734	.833	.635	.311	.311	.430	.321	.539	.753	.738	.891	.628	.262	.172	.044	.300	.434	.164	.488	.653	.266	.597	.382	.257	.461	.359	.553	.501	.546	X	.347	.506	.184	.429	.166	.144	.091	.383	.359	.353	.249	.002	.140	.054	.050	.167	.214	.117	.202	.006	.237	.433	.278	.000	.628	.508	.748	.443	.346	.020	.436	.159	1.0	.672	.148	.563	.261	.707	.862	.353	.215	.460	.396	.154	.104	.186	.189	.137	.229	.353	.697	.368	.309	.306	.421	.435		.546	.967	.709	.171	.269	.490	.536	.521	.925	.362	.393	.609	.720	.723	.431	.606	.455	.393	.155	.130	.180
70	nasnet_mobile	.342	.342	.363	.034	.772	.795	.839	.654	.657	.940	.911	.831	.734	.800	.801	.906	.694	.750	.784	.559	.895	.762	.955	.972	.938	.640	.640	.560	.452	.669	.903	.939	.964	.806	.282	.243	.206	.280	.393	.038	.507	.630	.206	.585	.368	.248	.310	.410	.541	.515	.551	X	.341	.496	.198	.286	.237	.190	.092	.335	.250	.312	.306	.043	.133	.051	.032	.143	.418	.097	.255	.179	.363	.417	.671	.000	.553	.438	.667	.492	.942	.942	.612	.137	.430	.836	.099	.289	.516	.282	.435	.291	.800	.281	.191	.183	.177	.196	.189	.171	.256	.380	.706	.400	.353	.301	.444	.502		.557	.963	.853	.221	.225	.471	.489	.512	.938	.394	.446	.566	.670	.684	.525	.594	.415	.507	.234	.180	.289
71	resnet50_robust_l2_eps3	.340	.364	.399	.029	.775	.847	.839	.812	.783	.796	.949	.865	.886	.842	.876	.653	.999	.661	.782	.527	.700	.634	.764	.792	.736	.817	.817	.629	.546	.712	.863	.832	.968	.789	.392	.272	.141	.402	.372	.018	.476	.612	.190	.564	.413	.336	.509	.423	.520	.585	.520	X	.317	.456	.102	.104	.113	.131	.055	.242	.226	.219	.034	.055	.103	.029	.062	.058	.149	.030	.084	.038	.470	.960	.448	.000	.368	.341	.395	.352	.115	.064	.152	.102	1.0	.378	.008	.563	.569	.638	.325	.068	.572	.377	.476	.201	.104	.269	.283	.149	.110	.397	.533	.300	.228	.312	.269	.391	.089	.522	.902	.302	.459	.281	.625	.539	.596	.839	.261	.454	.606	.609	.523	.600	.604	.407	.269	.543	.432	.654
72	convnext_tiny_sup	.340	.303	.311	.013	.702	.885	.986	.885	.829	.935	.784	.915	.865	.560	.731	.331	.618	.715	.770	.479	.901	.710	.842	.837	.847	.509	.509	.571	.449	.693	.829	.848	.933	.705	.217	.192	.063	.320	.387	.006	.481	.631	.237	.577	.324	.263	.173	.315	.537	.443	.535	X	.377	.488	.224	.254	.478	.112	.100	.161	.223	.138	.269	.226	.260	.101	.089	.161	.763	.198	.080	.188	.385	.583	.572	.000	.373	.062	.684	.527	1.0	.270	.265	.608	1.0	.562	.243	.621	.195	.075	.709	.931	.060	.831	.344	.156	.135	.145	.126	.216	.519	.502	.780	.510	.454	.433	.594	.560	.365	.664	.989	.989	.209	.319	.562	.600	.625	.973	.650	.516	.770	.875	.891	.562	.660	.559	.540	.191	.166	.217
73	effnetb1_cutmix_augmix_sam_e1_5avg_424x377	.336	.292	.321		.722	.892	.956	.817	.805	.933	.928	.889	.915	.758	.783	.828	.664	.694	.864	.273	.798	.841	.754	.855	.652	.610	.610	.565	.459	.671	.779	.722	.922	.694	.242	.145		.291	.399		.487	.650	.252	.605	.302	.214		.364	.535	.448	.556	X	.381	.664	.241	.370	.143	.133	.139	.296	.379	.416	.532	.142	.125	.179	.116	.500	.262	.124	.191	.043	.395	.411	.775	.000	.616	.498	.734																.416	.148	.125	.186	.199	.081	.566	.287	.583	.066	.110	.154	X			.544	.945	.718	.214	.325	.409	.481	.515	.946	.463	.299	.666	.727	.930	.356	.596	.343	.324	.243	.177	.309
74	BiT-S-R50x1	.336	.331	.310	.011	.696	.922	.949	.973	.895	.883	.957	.842	.954	.834	.698	.839	.964	.662	.877	.676	.484	.611	.709	.830	.588	.164	.164	.677	.574	.780	.901	.897	.976	.830	.225	.228	.172	.285	.390	.134	.438	.617	.206	.555	.394	.327	.613	.339	.521	.425	.533	X	.341	.435	.160	.269	.158	.173	.076	.208	.256	.241	.225	.028	.100	.016	.037	.089	.394	.102	.218	.121	.252	.336	.418	.000	.427	.195	.660	.530	.571	.223	.532	.184	1.0	.499	.199	.475	.385	.576	.888	1.0	.470	.417	.286	.154	.114	.207	.178	.115	.482	.427	.708	.411	.355	.343	.442	.506	.224	.573	.975	.899	.209	.244	.451	.516	.550	.945	.411	.440	.648	.773	.701	.550	.562	.401	.469	.221	.170	.271
75	BiT-S-R101x1	.334	.327	.349	.075	.700	.845	.894	.736	.678	.914	.959	.919	.816	.796	.741	.847	.800	.690	.751	.496	.813	.700	.718	.815	.621	.438	.438	.561	.426	.696	.852	.951	.848	.756	.273	.190	.072	.308	.373	.049	.432	.617	.196	.572	.393	.360	.705	.315	.486	.386	.499	X	.341	.449	.137	.182	.181	.177	.055	.188	.191	.154	.289	.023	.044	.057	.035	.085	.286	.057	.194	.134	.436	.751	.558	.000	.443	.270	.617	.456	.313	1.0	.718	.041	1.0	.025	.220	.189	.013	.638	.709	.428	.470	.618	.255	.170	.125	.124	.273	.160	.379	.437	.720	.433	.379	.375	.448	.528	.241	.584	.978	.873	.206	.312	.476	.552	.596	.939	.405	.440	.650	.777	.718	.487	.583	.409	.530	.208	.163	.253
76	resnet50-sup	.333	.326	.355	.013	.775	.894	.897	.856	.821	.921	.980	.908	.874	.838	.803	.852	.861	.674	.780	.588	.684	.644	.837	.927	.748	.632	.632	.614	.495	.732	.939	.945	.968	.902	.278	.190	.061	.320	.396	.008	.510	.656	.200	.602	.363	.243	.366	.378	.536	.480	.539	X	.339	.528	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194	.412	.901	.335	.000	.338	X	.676	.388	.324	.203	.650	.335	.968	.409	.025	1.0	.215	.033	.480	.430	.034	.329	.288	.191	.229	.176	.178	.182	.331	.419	.722	.378	.262	.346	.456	.450	.257	.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.141	.214
77	resnet-50-robust	.330	.344	.473	.230	.810	.866	.907	.838	.800	.843	.988	.888	.801	.816	.852	.596	1.0	.756	.835	.412	.913	.863	.791	.831	.752	.840	.840	.727	.683	.771	.874	.814	.986	.822	.378	.198	.031	.365	.380	.153	.447	.552	.211	.537	.325	.262	.084	.379	.507	.560	.486	X	.317	.515	.102	.104	.113	.131	.055	.242	.226	.219	.034	.055	.103	.029	.062	.058	.149	.030	.084	.038	.470	.960	.448	.000	.371	.305	.437	.380	.383	.064	.825	.137	.218	.551	.025	.231	.516	.102	.164	.472	.630	1.0	.352	.201	.104	.269	.283	.149	.143	.397	.533	.300	.228	.312	.269	.391	.089	.522	.902	.302	.459	.281	.625	.539	.596	.839	.261	.454	.606	.609	.523	.600	.604	.407	.269	.543	.432	.654
78	imagenet_l2_3_0	.330	.343	.397	.033	.771	.849	.871	.855	.810	.757	.960	.799	.888	.819	.829	.643	.984	.633	.748	.530	.662	.594	.873	.908	.838	.790	.790	.587	.515	.659	.849	.819	.975	.752	.385	.248	.117	.380	.371	.021	.475	.614	.184	.562	.358	.308	.330	.360	.495	.521	.492	X	.317	.456	.102	.104	.113	.131	.055	.242	.226	.219	.034	.055	.103	.029	.062	.058	.149	.030	.084	.038	.470	.960	.448	.000	.368	.341	.395	.352	.115	.064	.152	.102	1.0	.378	.008	.563	.569	.638	.325	.068	.572	.377	.476	.201	.104	.269	.283	.149	.110	.397	.533	.300	.228	.312	.269	.391	.089	.522	.902	.302	.459	.281	.625	.539	.596	.839	.261	.454	.606	.609	.523	.600	.604	.407	.269	.543	.432	.654
79	inception_v3	.330	.300	.321	.043	.681	.905	.937	.863	.845	.929	.976	.935	.851	.725	.601	.825	.749	.625	.769	.481	.604	.646	.830	.874	.785	.392	.392	.464	.403	.525	.826	.815	.938	.724	.238	.169	.033	.306	.387	.035	.476	.622	.219	.586	.324	.237	.201	.334	.520	.437	.541	X	.359	.503	.357	.689	.351	.345	.124	.341	.458	.388	.558	.143	.260	.267	.280	.273	.610	.207	.405	.377	.330	.221	.770	.000	.506	.324	.688	.451	.383	.184	.747	.015	.862	.621	.110	.461	.089	.818	.730	.291	.318	.682	.117	.175	.156	.217	.199	.126	.430	.396	.735	.423	.412	.307	.472	.501		.576	.973	.766	.241	.275	.446	.495	.542	.973	.434	.438	.623	.791	.705	.500	.645	.425	.515	.247	.197	.297
80	inception_v1	.329	.328	.377	.124	.742	.901	.893	.938	.926	.785	.989	.924	.849	.892	.862	.845	.969	.837	.981	.564	.918	.885	.439	.489	.389	.737	.737	.546	.547	.545	.844	.912	.914	.705	.264	.181	.067	.294	.397	.075	.474	.602	.252	.583	.356	.232	.393	.395	.513	.478	.483	X	.331	.532	.184	.300	.074	.167	.099	.324	.235	.278	.312	.036	.109	.055	.100	.123	.451	.095	.298	.080	.289	.021	.844	.000	.510	.351	.669	.437	.591	.641	.911	.389	.589	.836	.030	.171	.041	.906	.805	.031	.041	.141	.224	.159	.125	.165	.210	.137	.311	.347	.662	.308	.282	.216	.350	.383		.518	.930	.585	.249	.219	.482	.473	.510	.912	.389	.374	.597	.684	.622	.431	.574	.383	.396	.248	.207	.289
81	efficientnet_b0_imagenet_full	.328	.297	.307	X	.681	.781	.828	.756	.687	.888	.918	.693	.702	.629	.798	.491	.600	.663	.643	.441	.890	.679	.833	.827	.839	.645	.645	.492	.381	.604	.720	.626	.921	.613	.241	.157	.010	.304	.381	.050	.473	.637	.166	.581	.341	.327	.099	.354	.552	.513	.541	X	.359	.488	.144	.320	.069	.134	.091	.217	.224	.221	.240	.015	.096	.019	.031	.129	.357	.125	.120	.035	.441	.494	.464	.367	.590	.453	.727	.364	1.0	.184	.069	.102	.877	.281	.018	.209	.252	.424	1.0	.264	.041	.377	.399	.209	.177	.227	.294	.137	.236	.344	.681	.313	.228	.267	.369	.390		.531	.947	.654	.198	.325	.486	.473	.502	.905	.427	.407	.553	.657	.673	.444	.562	.427	.383	.194	.155	.233
82	vit_huge_patch14_clip_336:laion2b_ft_in12k_in1k	.324	.241	.358	.170	.681	.834	.860	.747	.693	.959	.982	.802	.794	.676	.774	.712	.540	.616	.667	.487	.463	.847	.465	.479	.451	.810	.810	.517	.371	.662	.846	.816	.974	.748	.223	.229	.170	.287	.057	.053	X	X	.232	X	.322	.256	.107	.385	.534	.472	.499	X	.407	.584	.565	.324	.102	.780	.979	.567	.512	.286	.219	.652	.463	.521	.486	.571	1.2	.663	.737	.577	.605	.721	.111	.982	X	X	X	.654	1.0	.942	.747	.118	1.0	1.0	.486	.510	.691	.544	.303	.320	.845	.657	.256	.594	.478	.858	.672	.369	X	.237	X	X	X	X	X	X		.803	.997	.996	.386	.925	.576	.636	.715	.996	.947	.615	.880	.963	.966	.700	.945	.657	.757	.384	.347	.420
83	AdvProp_efficientnet-b8	.324	.309	.334	.001	.715	.939	.989	.915	.900	.931	.946	.965	.928	.842	.685	.842	.998	.648	.779	.386	.743	.684	.681	.887	.476	.547	.547	.553	.465	.641	.793	.704	.960	.716	.287	.175	.010	.340	.389	.042	.480	.647	.202	.573	.340	.328	.093	.315	.554	.548	.540	X	.338	.433	.174	.263	.079	.159	.069	.349	.350	.319	.230	.064	.123	.125	.073	.061	.147	.068	.303	.180	.613	.982	.858	.000	X	X	X	.547	.798	.223	1.0	.087	1.0	.562	.110	.141	.468	.153	.979	.634	.845	.657	.132	.308	.229	.455	.399	.149	.497	.526	.630	.461	.470	.416	.449	.511	.221	.627	.944	.599	.544	.575	.595	.594	.662	.929	.339	.485	.559	.725	.627	.537	.740	.595	.613	.692	.527	.858
84	resnet18_imagenet_full	.323	.321	.343	.049	.722	.845	.997	.758	.776	.646	.980	.828	.926	.795	.472	.928	.984	.601	.699	.528	.573	.603	.493	.602	.384	.709	.709	.695	.598	.792	.916	.941	.989	.818	.258	.198	.112	.285	.388	.029	.493	.641	.185	.591	.355	.367	.271	.335	.517	.473	.520	X	.325	.474	.204	.443	.087	.186	.091	.295	.329	.247	.333	.015	.163	.142	.065	.130	.491	.112	.292	.038	.357	.304	.766	.000	.333		.667	.451	1.0	.641	.113	.078	.396	.820	.060	.950	.171	.783	.782	.046	.160	.310	.358	.209	.177	.238	.273	.149	.215	.137	X							.509	.955	.660	.185	.325	.453	.448	.444	.898	.370	.410	.548	.632	.632	.412	.588	.315	.372	.179	.142	.215
85	ReAlnet10	.323	.299	.354	.063	.701	.871	.999	.852	.843	.678	.975	.915	.834	.763	.521	.925	.845	.663	.847	.288	.743	.776	.498	.607	.389	.585	.585	.714	.662	.766	.811	.779	.938	.715	.299	.144	.040	.249	.361	.065	.455	.583	.177	.526	.337	.368	.336	.282	.493	.373	.508	X	.347	.555	.170	.290	.097	.179	.092	.297	.279	.290	.209	.046	.112	.094	.083	.116	.364	.067	.263	.011	.194	.015	.567	.000	.739	.832	.646	.475	.172	1.0	1.0	.706	.877	.370	.037	.209	.762	.138	.051	.147	.426	.753	.338	.203	.187	.196	.189	.239	.101	.318	.641	.288	.199	.256	.330	.369		.507	.925	.595	.167	.200	.464	.467	.456	.893	.400	.369	.577	.611	.651	.544	.631	.364	.307	.152	.123	.181
86	ReAlnet_incorrect	.323	.316	.355	.056	.707	.882	1.000	.860	.850	.711	.972	.929	.855	.762	.527	.920	.839	.669	.833	.318	.749	.778	.502	.616	.389	.579	.579	.737	.681	.792	.819	.793	.926	.737	.301	.182	.075	.290	.381	.030	.484	.630	.177	.583	.344	.383	.369	.296	.491	.373	.499	X	.330	.546	.190	.370	.070	.181	.091	.328	.345	.273	.257	.031	.100	.145	.105	.114	.365	.090	.315	.049	.121	.000	.362	.000	.728	.808	.648	.362	.256	.437	.411	.706	.218	1.0	.010	.209	.468	.282	.083	.034	.160	.800	.347	.210	.229	.186	.210	.216	.133	.308	.645	.238	X	.260	.344	.373		.508	.934	.652	.166	.181	.458	.459	.448	.884	.369	.372	.562	.645	.672	.525	.627	.351	.329	.149	.122	.176
87	mobilenet_v2_1_0_128	.322	.311	.279	X	.558	.836	.986	.847	.929	.677	.813	.861	.739	.646	.605	.718	.617	.682	.705	.486	.739	.799	.000	.000	.000	.363	.363	.651	.550	.752	.725	.676	.916	.584	.278	.242	.175	.310	.372	.009	.462	.622	.199	.569	.349	.402	.092	.370	.526	.522	.532	X	.333	.383	.096	.122	.107	.135	.101	.239	.105	.157	.045	.054	.065	.019	.003	.063	.240	.055	.106	.022	.369	.822	.286	.000	.730	.892	.568	.436	.283	.583	.337	.048	.640	.208	.033	.510	.385	.083	1.0	.472	.695	.831	.105	.242	.177	.279	.262	.250	.303	.188	X	.158	X	X	.284	.348		.487	.911	.501	.251	.362	.519	.455	.463	.896	.267	.339	.519	.570	.536	.362	.595	.385	.345	.297	.221	.372
88	vgg_16	.322	.289	.319	.000	.692	.921	.966	.942	.871	.944	.950	.869	.907	.879	.787	.868	.981	.616	.609	.577	.754	.523	.684	.813	.555	.435	.435	.434	.352	.517	.876	.895	.971	.760	.266	.148	.001	.294	.385	.000	.458	.646	.208	.614	.303	.288	.022	.338	.511	.447	.512	X	.354	.512	.173	.341	.121	.188	.107	.255	.270	.242	.337	.010	.100	.044	.113	.116	.352	.109	.192	.039	.271	.268	.545	.000	.667	.645	.689	.496	.698	1.0	1.0	.008	.396	.757	.090	.510	.237	.187	1.0	.197	.060	.800	.407	.144	.104	.176	.157	.137	.166	.301	.670	.274	.148	.252	.367	.328		.491	.961	.713	.116	.144	.426	.441	.423	.889	.403	.374	.584	.652	.623	.438	.542	.265	.351	.072	.064	.079
89	voneresnet-50-robust	.321	.353	.358	.013	.685	.781	.923	.727	.764	.763	.991	.808	.491	.891	.835	.876	.963	.747	.914	.798	.463	.813	.238	.156	.319	.401	.401	.927	.905	.949	.810	.705	.987	.738	.376	.237	.084	.391	.380	.015	.487	.638	.187	.570	.438	.320	.656	.436	.539	.563	.549	X	.290	.545	.153	.180	.119	.162	.055	.403	.296	.284	.064	.066	.119	.080	.122	.052	.205	.051	.219	.121	.495	.982	.503	.000	.119	.238	X	.442	.771	.971	.395	.102	.862	1.0	.022	.078	.215	.153	.111	.353	.318	.831	.372	.191	.187	.186	.210	.182	X	.384	.653	.212	.363	X	X	.484	X	.556	.939	.415	.418	.263	.654	.559	.613	.900	.253	.431	.656	.679	.564	.600	.655	.448	.415	.498	.393	.604
90	resnet101_ecoset_full	.319	.352	.329	.039	.666	.820	.964	.749	.735	.644	.984	.764	.897	.820	.506	.969	.984	.643	.686	.469	.768	.647	.327	.437	.217	.552	.552	.633	.516	.750	.867	.860	.980	.761	.281	.268	.199	.337	.405	.033	.507	.642	.243	.600	.406	.277	.577	.399	.544	.504	.538	X	.285	.520	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.501	.298	.705	.420	.283	1.0	.372	.524	.218	.836	.060	.171	.071	.153	.149	.520	.845	.682	.253	X	X	X	X	X	.588	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
91	resnet50-vicregl0p9	.319	.336	.358	.074	.729	.876	.984	.850	.850	.746	.988	.820	.892	.817	.636	.871	.945	.600	.687	.573	.555	.584	.511	.633	.389	.682	.682	.669	.565	.772	.945	.959	.977	.901	.270	.195	.094	.295	.397	.062	.487	.626	.224	.584	.397	.301	.355	.424	.562	.566	.568	X	.301	.496	.052	.031	.072	.032	.037	.059	.057	.036	.037	.091	.038	.111	.030	.009	.033	.014	.146	.057	.346	.000	.339	.698	.420	.123	.717	.473	.535	.802	1.0	.288	1.0	.342	.027	.155	.177	.187	.782	.520	.145	.657	.352	.104	.083	.103	.105	.126	.162	.060	.001	.001	.001	.001	.001	.001		.060	.058	.100	.070	.037	.050	.077	.029	.018	.069	.070	.059	.077	.054	.037	.075	.084	.060	.238	.048	.429
92	ReAlnet04	.318	.294	.351	.056	.696	.879	.999	.871	.857	.684	.971	.934	.838	.764	.525	.925	.841	.662	.814	.301	.757	.776	.504	.622	.387	.579	.579	.675	.627	.724	.807	.771	.922	.727	.300	.143	.040	.246	.347	.050	.448	.569	.157	.514	.334	.382	.308	.281	.489	.374	.502	X	.343	.527	.194	.342	.144	.204	.083	.334	.342	.285	.246	.004	.156	.094	.118	.124	.369	.082	.300	.071	.252	.038	.717	.000	.696	.738	.653	.411	.127	.397	.825	1.0	.358	1.000	.067	.155	.811	.208	.016	.046	.132	.618	.358	.226	.239	.217	.231	.216	.079	.324	.648	.298	.204	.264	.343	.381		.520	.931	.706	.172	.225	.460	.453	.473	.886	.383	.395	.567	.648	.668	.525	.644	.355	.345	.156	.128	.185
93	ReAlnet08	.318	.297	.353	.060	.699	.875	1.000	.857	.850	.688	.960	.944	.828	.770	.541	.931	.840	.670	.834	.297	.755	.794	.496	.604	.389	.567	.567	.697	.653	.741	.819	.800	.924	.734	.301	.144	.038	.250	.360	.070	.459	.579	.169	.524	.332	.346	.309	.301	.490	.372	.506	X	.339	.541	.176	.328	.135	.173	.091	.324	.278	.274	.195	.047	.126	.090	.115	.092	.314	.069	.271	.068	.154	.000	.462	.000	.730	.813	.647	.451	.383	.397	1.0	.848	.483	1.0	.067	.127	.627	.187	.046	.075	.073	1.0	.342	.208	.177	.196	.241	.216	.113	.320	.644	.293	.201	.259	.337	.375		.508	.927	.624	.167	.219	.468	.469	.469	.882	.380	.380	.550	.621	.665	.519	.626	.359	.316	.153	.124	.183
94	densenet-201	.318	.293	.340	.027	.715	.854	.886	.876	.826	.733	.965	.862	.831	.726	.814	.604	.761	.668	.775	.413	.798	.686	.550	.687	.414	.743	.743	.628	.510	.746	.833	.807	.951	.741	.279	.189	.058	.321	.388	.044	.492	.627	.208	.571	.253	.223	.104	.408	X	.493	.544	X	.343	.537	.258	.438	.253	.236	.105	.443	.421	.360	.333	.054	.161	.153	.125	.172	.378	.121	.342	.289	.187	.195	.365	.000	.576	.436	.716	.326	.423	.437	.108	.027	.780	.254	.134	.510	.627	.138	.480	.110	.237	.298	.286	.280	.343	.331	.273	.171	.295	.402	.722	.450	.386	.381	.513	.519		.621	.978	.932	.212	.381	.527	.558	.558	.957	.556	.484	.689	.832	.729	.512	.677	.419	.560	.215	.170	.260
95	resnet34_imagenet_full	.317	.323	.345	.086	.698	.851	1.0	.777	.778	.690	.982	.791	.941	.746	.397	.875	.967	.611	.729	.469	.631	.615	.522	.654	.389	.668	.668	.605	.517	.693	.885	.888	.990	.776	.249	.195	.055	.335	.384	.011	.482	.636	.194	.596	.371	.411	.359	.344	.521	.446	.516	X	.311	.504	.269	.478	.276	.233	.070	.442	.379	.393	.390	.101	.203	.192	.126	.160	.640	.111	.299	.088	.106	.011	.308	.000	.330		.660	.449	.852	.270	.554	.102	.794	.757	.243	.231	.155	.312	1.0	.239	.215	.560	.358	.197	.229	.207	.115	.239	.277	.145	X							.528	.955	.703	.198	.263	.450	.505	.471	.930	.400	.425	.580	.691	.651	.412	.593	.352	.406	.196	.154	.237
96	ReAlnet07	.317	.296	.355	.056	.707	.874	.999	.857	.847	.688	.964	.921	.842	.770	.544	.926	.840	.680	.860	.311	.746	.804	.499	.610	.387	.572	.572	.717	.676	.759	.836	.814	.936	.757	.301	.139	.032	.246	.357	.069	.450	.577	.165	.523	.333	.355	.318	.287	.491	.376	.507	X	.339	.549	.178	.316	.107	.153	.084	.329	.298	.281	.212	.050	.127	.129	.091	.095	.373	.070	.267	.048	.165	.000	.494	.000	.760	.873	.647	.335	.698	.777	.482	.075	.358	.609	.017	.255	.385	.208	.042	.217	.318	.245	.347	.221	.229	.196	.241	.216	.154	.319	.644	.294	.209	.255	.340	.370		.508	.938	.584	.166	.275	.460	.464	.463	.880	.392	.356	.553	.613	.666	.519	.634	.366	.301	.150	.122	.178
97	resnet152_ecoset_full	.317	.328	.315	.035	.642	.813	.981	.709	.697	.650	.973	.792	.887	.763	.481	.916	.890	.573	.600	.453	.703	.534	.277	.357	.197	.554	.554	.626	.512	.740	.886	.925	.935	.797	.267	.212	.100	.324	.406	.024	.508	.644	.249	.604	.379	.282	.429	.373	.536	.497	.534	X	.306	.537	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.483	.314	.651	.622	.852	.246	.911	.137	.236	1.0	.593	.289	.985	.312	.951	.522	.695	.975	.238	X	X	X	X	X	.571	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
98	grcnn_109	.316	.289	.347	X	.762	.913	.913	.902	.870	.934	.933	.964	.872	.875	.837	.864	.924	.666	.812	.511	.677	.666	.579	.731	.427	.707	.707	.660	.583	.737	.934	.936	.964	.902	.278	.164	X	.328	.380	X	.478	.626	.229	.565	.265	X	X	.372	.527	.486	.470	X	.344	.521	.274	.474	.220	.208	.068	.333	.454	.397	.462	.015	.252	.148	.201	.194	.578	.120	.370	.156	.081	.236	.006	.000	.426	.227	.625	.389	.423	.167	.062	.075	.877	.609	.134	.418	.425	.102	.325	.845	.160	.831	.356	.278	.312	.300	.283	.216	.425	.376	.745	.320	.374	.392	X	.516		.603	.972	.843	.204	.506	.542	.580	.581	.964	.400	.486	.661	.786	.691	.519	.641	.398	.480	.211	.164	.258
99	resnet18_ecoset_full	.316	.333	.353	.085	.728	.909	.942	.918	.872	.872	.992	.897	.867	.780	.471	.926	.944	.562	.697	.517	.488	.548	.433	.478	.388	.805	.805	.636	.575	.696	.968	.983	.970	.952	.245	.210	.106	.313	.387	.020	.493	.639	.195	.587	.381	.381	.437	.353	.518	.471	.510	X	.300	.527	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.625	.547	.703	.554	1.0	.583	.305	1.0	.389	.621	.361	.923	1.0	.383	.805	.075	.081	.230	.336	X	X	X	X	X	.356	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
100	efficientnet_b1_imagenet_full	.315	.297	.308	.000	.674	.918	1.0	.947	.949	.817	.959	.973	.784	.751	.635	.938	.679	.550	.649	.575	.492	.486	.801	.796	.805	.285	.285	.462	.408	.516	.953	.930	.963	.967	.251	.162	.004	.319	.380	.000	.469	.656	.191	.584	.336	.289	.052	.399	.553	.513	.549	X	.332	.507	.125	.290	.044	.145	.064	.249	.189	.238	.181	.001	.153	.006	.003	.101	.176	.094	.159	.036	.351	.186	.867	.000	.513	.289	.737	.470	.115	.328	.747	1.0	1.0	.140	.134	.281	.215	.424	1.0	.162	.041	1.0	.396	.141	.083	.176	.147	.160	.156	.345	.684	.340	.252	.285	.403	.419		.545	.963	.689	.174	.312	.490	.492	.496	.939	.464	.396	.595	.691	.720	.431	.606	.421	.380	.158	.129	.187
101	ReAlnet09	.314	.294	.352	.053	.705	.879	.995	.856	.846	.705	.967	.926	.860	.765	.520	.936	.838	.659	.797	.348	.730	.762	.478	.570	.387	.613	.613	.715	.651	.778	.826	.794	.946	.740	.298	.135	.026	.243	.350	.056	.450	.570	.156	.516	.340	.377	.345	.301	.489	.371	.501	X	.334	.536	.170	.325	.107	.184	.075	.277	.265	.226	.257	.022	.132	.069	.078	.114	.317	.075	.307	.064	.150	.014	.435	.000	.741	.832	.649	.418	.283	.481	.138	.075	.877	.836	.081	.171	1.0	.470	.164	.162	.426	.682	.364	.205	.208	.207	.189	.216	.092	.321	.644	.291	.194	.252	.344	.372		.520	.944	.698	.165	.219	.464	.434	.446	.893	.414	.404	.577	.627	.667	.556	.634	.366	.341	.148	.119	.176
102	resnet50_imagenet_100_seed-0	.314	.336	.301	.006	.648	.906	.958	.942	.894	.884	.938	.849	.879	.712	.435	.773	.928	.660	.820	.347	.663	.808	.255	.355	.156	.404	.404	.785	.782	.788	.814	.806	.882	.752	.248	.227	.167	.287	.386	.002	.488	.643	.210	.589	.430	.277	.778	.411	.533	.515	.494	X	.292	.305	.083	.120	.035	.127	.106	.140	.118	.099	.113	.015	.007	.076	.040	.058	.112	.049	.157	.045	.303	.000	.002	.908	.658	.679	.638	.489	.467	.270	.276	.706	.968	.461	.037	.510	1.0	.255	1.0	.062	.237	.595	.279	.162	.114	.227	.178	.126	.058	.205	.419	.128	.053	.132	.126	.203		.310	.731	.343	.148	.081	.357	.336	.327	.625	.181	.286	.323	.266	.391	.125	.319	.251	.181	.168	.116	.221
103	convnext_small_imagenet_100_seed-0	.314	.297	.353	.096	.720	.888	.996	.835	.825	.897	.932	.875	.854	.581	.638	.649	.457	.664	.660	.499	.760	.737	.798	.801	.795	.790	.790	.413	.316	.509	.907	.943	.947	.831	.242	.160	.037	.284	.370	.009	.465	.599	.207	.571	.304	.244	.120	.348	.500	.479	.434	X	.331	.424	.272	.406	.456	.133	.113	.417	.632	.546	.255	.131	.207	.189	.167	.117	.469	.111	.064	.202	.413	.115	.142	.982	.550	.435	.666	.261	.313	.397	.168	.214	.706	.070	.099	.141	.145	.346	.111	.134	.055	.753	.191	.166	.208	.093	.136	.227	.374	.318	.535	.282	.248	.210	.326	.342		.497	.859	.866	.267	.300	.404	.447	.435	.805	.494	.320	.498	.554	.544	.325	.519	.430	.380	.279	.228	.330
104	ReAlnet01	.313	.297	.355	.056	.707	.882	1.000	.861	.850	.712	.970	.930	.855	.762	.528	.920	.840	.670	.832	.318	.749	.781	.502	.616	.388	.579	.579	.734	.680	.788	.819	.793	.924	.738	.301	.140	.037	.243	.351	.064	.449	.572	.154	.517	.344	.383	.369	.296	.491	.373	.499	X	.330	.546	.190	.370	.070	.181	.091	.328	.345	.273	.257	.031	.100	.145	.105	.114	.365	.090	.315	.049	.121	.000	.362	.000	.728	.808	.648	.362	.256	.437	.411	.706	.218	1.0	.010	.209	.468	.282	.083	.034	.160	.800	.347	.210	.229	.186	.210	.216	.133	.320	.645	.297	.210	.260	.344	.373		.508	.934	.652	.166	.181	.458	.459	.448	.884	.369	.372	.562	.645	.672	.525	.627	.351	.329	.149	.122	.176
105	custom_model_cv_18_dagger_408	.313	.334	.353	.073	.695	.774	.747	.656	.612	.924	.943	.789	.751	.628	.687	.685	.513	.699	.801	.484	.643	.866	.461	.433	.489	.777	.777	.619	.505	.733	.908	.909	.972	.842	.290	.201	.061	.342	.419	.040	.540	.669	.243	.603	.362	.274	.139	.453	.556	.553	.561	X	.292	.562	.242	.346	.044	.235	.122	.512	.401	.324	.269	.085	.156	.138	.145	.425	.392	.112	.319	.097	.211	.478	.155	.000	X	X	X	.517	.324	.855	.502	.159	1.0	.672	.440	.475	.349	.255	.369	.179	1.0	.657	.371	.149	.104	.176	.189	.126	.288	.400	.641	.306	.222	.276	.321	.404	.158	.524	.956	.369	.323	.244	.515	.450	.442	.920	.289	.388	.595	.623	.945	.550	.609	.366	.330	.370	.287	.453
106	antialias-resnet152	.312	.292	.343		.765	.869	.893	.873	.827	.794	.977	.806	.914	.847	.665	.887	.990	.737	.823	.378	.907	.838	.611	.724	.498	.816	.816	.596	.504	.687	.881	.916	.975	.752	.262	.165		.331	.388		.485	.634	.227	.596	.271	X		.346	.525	.506	.522	X	.333	.490	.356	.512	.370	.253	.132	.524	.515	.470	.566	.064	.326	.202	.289	.282	.615	.159	.467	.309	.117	.350	X		.696	.753	.638																.464	.229	.229	.248	.178	.261	.312	.465	.758	.440	.317	.413	.518	.515	.309	.596	.984	.880	.204	.212	.521	.570	.571	.964	.300	.519	.648	.793	.736	.556	.695	.440	.540	.219	.163	.275
107	ReAlnet05	.312	.296	.351	.059	.696	.866	.998	.863	.833	.664	.963	.916	.826	.749	.483	.924	.839	.670	.850	.293	.748	.791	.500	.614	.387	.577	.577	.716	.652	.780	.796	.763	.932	.694	.299	.143	.037	.249	.352	.068	.451	.568	.159	.515	.337	.388	.323	.290	.486	.376	.498	X	.328	.534	.171	.322	.154	.157	.084	.317	.299	.297	.183	.032	.094	.112	.096	.098	.280	.070	.251	.056	.103	.000	.310	.000	.704	.751	.656	.442	1.0	.855	.337	.335	.640	.742	.022	.311	.385	.153	.135	.091	.261	.917	.354	.185	.208	.145	.147	.239	.129	.322	.646	.295	.193	.260	.344	.384		.513	.930	.682	.170	.156	.469	.463	.469	.887	.447	.379	.572	.621	.669	.512	.620	.359	.314	.158	.128	.188
108	mobilenet_v2_1_4_224	.312	.313	.351	.011	.748	.892	.978	.831	.806	.914	.969	.891	.858	.773	.719	.765	.835	.699	.826	.460	.731	.778	.560	.697	.423	.892	.892	.578	.450	.706	.840	.819	.877	.824	.293	.193	.059	.328	.383	.025	.475	.636	.229	.547	.326	.210	.103	.396	.536	.512	.528	X	.310	.445	.159	.288	.166	.210	.061	.159	.287	.299	.193	.015	.122	.048	.036	.087	.439	.064	.181	.057	.131	.392	.000	.000	.672	.632	.712	.497	.423	.437	.205	.346	.430	.924	.081	.231	.762	.544	.529	.696	.518	.831	.330	.103	.083	.217	.073	.036	.144	.149	X	.028	.111	X	X	X		.509	.902	.915	.166	.325	.449	.455	.469	.866	.461	.335	.522	.596	.561	.338	.546	.312	.443	.205	.136	.275
109	densenet-121	.311	.344	.388	.146	.740	.806	.844	.765	.767	.738	.913	.762	.854	.761	.745	.783	.754	.762	.834	.533	.842	.838	.642	.752	.531	.686	.686	.675	.569	.782	.848	.854	.974	.715	.278	.276	.247	.304	.396	.087	.456	.622	.231	.583	.315	.270	.035	.369	.529	.472	.533	X	.278	.458	.231	.404	.250	.212	.104	.304	.302	.373	.324	.003	.201	.075	.119	.155	.468	.141	.322	.166	.393	.758	.420	.000	X	X	X	.461	.698	.223	.046	.013	.266	.275	1.0	.510	1.0	.230	.294	.520	1.0	.377	.291	.162	.177	.165	.178	.126	.226	.308	.697	.091	.363	X	X	X		.576	.969	.880	.190	.244	.511	.506	.502	.961	.525	.453	.644	.773	.692	.419	.630	.381	.506	.175	.144	.206
110	ReAlnet02	.310	.296	.353	.053	.706	.871	.999	.872	.847	.677	.979	.909	.816	.747	.485	.915	.840	.670	.841	.334	.738	.767	.502	.616	.388	.598	.598	.733	.662	.805	.818	.791	.919	.743	.300	.141	.034	.248	.354	.060	.453	.579	.160	.516	.338	.373	.329	.295	.492	.369	.507	X	.324	.560	.176	.299	.147	.153	.093	.355	.274	.317	.219	.026	.121	.080	.093	.114	.304	.080	.305	.011	.105	.000	.314	.000	.716	.753	.678	.298	.571	.246	.069	.023	.794	.551	.020	.155	.215	.707	.242	.068	.145	.363	.346	.213	.208	.196	.210	.239	.180	.319	.642	.289	.182	.255	.347	.374		.504	.939	.669	.176	.212	.448	.434	.435	.873	.375	.385	.550	.609	.648	.506	.654	.341	.318	.161	.133	.190
111	blt_vs	.310	.267	.344	.001	.778	.936	.963	.907	.931	.924	.943	.977	.904	.854	.787	.780	.996	.627	.700	.809	.508	.490	.705	.719	.691	.758	.758	.676	.592	.761	.886	.854	.952	.853	.254	.164	.056	.272	.231	.000	.460	X	.149	.547	.329	.244	.365	.314	.475	.427	.475	X	.353	.474	.178	.214	.283	.177	.128	.331	.247	.320	.188	.081	.129	.030	.023	.059	.491	.068	.129	.119	.612	.925	.212	.698	.409	.284	.534	.424	.283	.481	.502	.003	.862	.820	.020	.379	.762	.160	.951	.046	.426	.245	.086	.272	.218	.341	.367	.160	.372	.349	.663	.193	.327	X	.445	X		.578	.952	.946	.265	.350	.588	.558	.581	.912	.331	.389	.595	.625	.699	.581	.630	.420	.405	.312	.233	.391
112	ReAlnet03	.310	.296	.352	.056	.700	.879	.999	.870	.855	.682	.969	.934	.842	.762	.509	.939	.839	.671	.842	.307	.757	.777	.490	.592	.388	.578	.578	.700	.654	.747	.818	.787	.933	.734	.301	.140	.036	.243	.350	.053	.447	.574	.157	.518	.342	.387	.375	.270	.489	.372	.501	X	.324	.545	.203	.377	.133	.187	.083	.384	.366	.267	.251	.027	.135	.116	.121	.120	.417	.088	.315	.067	.162	.000	.485	.000	.727	.798	.656	.289	.155	.641	.358	.191	.437	.609	.027	.171	.627	.208	.062	.068	.098	.401	.349	.202	.229	.176	.189	.216	.111	.321	.644	.292	.195	.258	.340	.377		.512	.944	.631	.171	.237	.461	.456	.460	.889	.380	.372	.567	.625	.661	.537	.625	.367	.310	.159	.129	.188
113	resnet50_ecoset_full	.309	.331	.327	.035	.658	.804	.999	.691	.752	.710	.987	.750	.739	.781	.472	.880	.990	.626	.710	.426	.734	.634	.340	.457	.222	.503	.503	.680	.578	.782	.871	.873	.961	.780	.287	.216	.164	.267	.375	.016	.473	.626	.179	.580	.406	.327	.521	.394	.536	.523	.541	X	.287	.521	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.487	.287	.686	.515	.517	.298	.069	.184	.324	1.0	.027	1.0	.627	.867	.435	.389	.470	1.0	.266	X	X	X	X	X	.504	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
114	mobilenet_v2_0_75_160	.309	.318	.310	.000	.729	.784	.838	.680	.627	.854	.954	.751	.783	.654	.860	.520	.583	.595	.736	.295	.480	.868	.927	.932	.922	.870	.870	.510	.378	.642	.766	.694	.938	.667	.200	.174	.043	.305	.376	.036	.464	.598	.234	.549	.414	.370	.568	.376	.526	.516	.541	X	.299	.386	.103	.134	.033	.098	.091	.204	.155	.189	.139	.033	.084	.018	.019	.088	.309	.060	.097	.005	.096	.289	.000	.000	.808	.928	.688	.443	.591	.270	.226	.027	.952	.409	.081	1.0	.288	.138	.529	.632	.177	.883	.115	.204	.146	.248	.273	.149	.235	.152	X	X	X	X	X	X		.496	.920	.590	.230	.300	.505	.480	.458	.905	.372	.338	.511	.552	.591	.400	.547	.398	.335	.266	.195	.338
115	ReAlnet10_cornet	.308	.340	.354	.063	.701	.871	.999	.854	.839	.677	.975	.917	.835	.765	.522	.928	.844	.664	.849	.288	.741	.778	.499	.610	.389	.584	.584	.713	.662	.764	.810	.779	.937	.715	.299	.130	.030	.230	.410	.018	.508	.658	.267	.602	.464	.384	.567	.425	.543	.518	.559	.255	.276	.555	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.739	.832	.646	.475	.172	1.0	1.0	.706	.877	.370	.037	.209	.762	.138	.051	.147	.426	.753	.338	X	X	X	X	X	.101	.128	.641	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
116	VOneCORnet-S	.307	.339	.355	.001	.690	.783	.924	.708	.772	.767	.983	.816	.511	.886	.834	.870	.954	.754	.917	.793	.482	.825	.258	.172	.344	.403	.403	.912	.892	.933	.831	.737	.993	.763	.374	.156	.051	.261	.391	.037	.487	.631	.219	.580	.456	.371	.677	.373	.485	.436	.551	.297	.274	.497	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.721	.804	.638	.382	.535	.706	.502	.184	.261	.378	.110	.209	.177	1.0	.583	.100	.060	.539	.296	X	X	X	X	X	.298	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
117	ViT_L_32_imagenet1k	.307	.279	.342	.129	.632	.648	.877	X	X	.966	.945	.864	.882	.789	.671	.815	.881	.429	X	X	.903	.814	.658	.653	.664	.639	.639	.647	.548	.745	.617	X	.942	.909	.265	.147	.002	.291	.341	.064	.395	.543	.171	.531	.286	.125	.015	.400	.497	.512	.454	X	.334	.324	.363	.463	.635	.344	.068	.637	.617	.644	.419	.002	.406	.268	.307	.161	.051	.092	.538	.524	.410	.945	.284	.000	.302	X	.604	.562	.771	.706	.108	.118	1.0	.757	.121	.950	.261	.102	1.0	.472	.845	.657	.052	.117	.125	.124	.105	.115	.542	.500	.744	.498	.400	.494	.484	.615	.266	.602	.973	.949	.303	.200	.581	.594	.654	.930	.439	.544	.637	.796	.665	.338	.526	.492	.618	.392	.270	.513
118	ReAlnet08_cornet	.305	.339	.354	.060	.700	.875	1.0	.857	.849	.687	.960	.945	.829	.770	.541	.932	.838	.672	.839	.297	.752	.799	.498	.608	.388	.571	.571	.696	.651	.741	.818	.800	.923	.731	.301	.128	.025	.232	.410	.017	.507	.661	.263	.604	.462	.378	.513	.437	.545	.520	.555	.290	.272	.541	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.730	.813	.647	.451	.383	.397	1.0	.848	.483	1.0	.067	.127	.627	.187	.046	.075	.073	1.0	.342	X	X	X	X	X	.113	.129	.644	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
119	vgg_19	.305	.267	.285	.002	.662	.930	.996	.929	.921	.829	.995	.918	.922	.715	.622	.718	.805	.530	.599	.818	.372	.330	.274	.361	.188	.720	.720	.660	.551	.769	.806	.669	.986	.762	.191	.130	.000	.260	.367	.003	.455	.622	.171	.585	.285	.311	.008	.288	.477	.441	.472	X	.343	.451	.224	.505	.178	.142	.084	.295	.317	.294	.471	.003	.184	.083	.195	.166	.379	.163	.263	.088	.187	.217	.343	.000	.728	.729	.727	.444	.517	.437	1.0	.819	.098	.672	.099	.255	.839	.012	.122	.520	.073	.753	.404	.116	.083	.093	.084	.205	.191	.344	.675	.278	.184	.239	.353	.338	.190	.500	.966	.704	.144	.188	.419	.416	.406	.891	.481	.390	.573	.648	.654	.450	.561	.255	.350	.079	.071	.087
120	resnet-152_v2_pytorch	.304	.224	.273	.080	.612	.771	.937	.615	.693	.632	.832	.856	.832	.843	.733	.830	.966	.458	.358	.512	.394	.569	.557	.608	.506	.664	.664	.453	.304	.602	.536	.687	.922	X	.129	.163	.073	.254	.207	.090	.191	.403	.037	.316	.251	.097	.180	.229	.448	.355	.449	X	.384	.493	.439	.716	.496	.260	.144	.459	.453	.476	.564	.202	.371	.512	.494	.589	.825	.220	X	.674	.201	.566	.038	.000	.465	.212	.718	.517	.975	.078	.372	.184	1.0	.208	.180	.461	1.0	.961	1.0	.021	.518	.281	.375	.117	.104	.134	.105	.126	.466	.416	.775	.535	.517	.436	.591	.598		.606	.983	.985	.171	.250	.496	.555	.552	.973	.464	.424	.692	.850	.907	.512	.608	.309	.579	.164	.135	.192
121	ReAlnet06	.304	.296	.353	.055	.704	.867	.998	.845	.836	.665	.985	.926	.813	.757	.512	.919	.840	.670	.843	.316	.755	.766	.494	.598	.389	.591	.591	.736	.685	.787	.815	.774	.948	.725	.301	.137	.027	.248	.355	.065	.452	.573	.163	.521	.340	.373	.331	.305	.490	.378	.503	X	.311	.540	.175	.314	.102	.166	.083	.326	.313	.292	.253	.048	.115	.108	.089	.115	.220	.091	.297	.049	.111	.000	.334	.000	.713	.759	.667	.316	.172	.270	.532	.467	.293	1.000	.041	.141	.317	.113	.242	.291	.060	.489	.350	.190	.208	.155	.168	.227	.096	.324	.648	.292	.176	.263	.350	.378		.519	.948	.674	.180	.181	.501	.473	.475	.909	.383	.388	.573	.673	.656	.512	.615	.352	.329	.158	.134	.183
122	mobilenet_v2_1_0_160	.303	.322	.310	.004	.681	.758	.765	.667	.594	.836	.900	.712	.830	.726	.747	.595	.836	.721	.801	.308	.952	.823	.754	.769	.738	.603	.603	.457	.409	.506	.750	.725	.915	.609	.246	.208	.080	.336	.395	.107	.467	.608	.237	.558	.375	.347	.327	.365	.537	.503	.548	X	.285	.413	.142	.228	.088	.164	.106	.235	.266	.283	.175	.036	.108	.007	.059	.091	.287	.077	.160	.048	.093	.280	.000	.000	.684	.737	.632	.446	.653	.138	1.0	.137	.175	.204	.655	.430	.516	.867	1.0	.162	.050	.254	.089	.198	.094	.372	.199	.126	.211	.149	X	X	X	X	X			.509	.931	.619	.216	.269	.470	.486	.490	.912	.336	.344	.588	.604	.601	.456	.583	.400	.355	.234	.181	.287
123	ReAlnet07_cornet	.303	.338	.355	.056	.707	.873	.999	.857	.846	.688	.963	.921	.840	.769	.543	.923	.840	.681	.862	.312	.744	.806	.498	.609	.388	.574	.574	.718	.676	.760	.837	.816	.937	.757	.301	.125	.024	.227	.406	.014	.503	.661	.250	.602	.467	.389	.565	.428	.543	.515	.555	.272	.268	.549	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.760	.873	.647	.335	.698	.777	.482	.075	.358	.609	.017	.255	.385	.208	.042	.217	.318	.245	.347	X	X	X	X	X	.154	.129	.644	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
124	mobilenet_v2_1_0_224	.303	.310	.324	.066	.673	.795	.986	.649	.622	.848	.961	.861	.641	.722	.843	.550	.773	.578	.571	.198	.899	.645	.826	.844	.808	.685	.685	.404	.242	.567	.700	.720	.794	.586	.232	.187	.052	.321	.396	.079	.488	.618	.213	.582	.334	.265	.114	.388	.535	.493	.540	X	.295	X	.180	.214	.140	.171	.084	.276	.267	.258	.251	.050	.186	.049	.040	.140	.437	.105	.278	.121	.258	.287	.485	.000	.701	.677	.724	.351	.383	.706	X	X	.358	.275	.199	.836	.237	.075	.888	.389	.037	.539	.330	.215	.146	.279	.220	.216	.326	.169	X	.138	X	.214		.339		.507	.936	.667	.199	.294	.448	.477	.452	.936	.367	.349	.562	.639	.624	.394	.583	.374	.319	.199	.155	.242
125	ReAlnet05_cornet	.302	.335	.351	.059	.697	.866	.999	.862	.832	.664	.963	.916	.826	.749	.483	.923	.840	.671	.850	.293	.747	.793	.501	.615	.386	.577	.577	.717	.652	.783	.797	.763	.933	.694	.299	.128	.025	.231	.405	.014	.503	.656	.254	.598	.453	.392	.464	.409	.540	.510	.554	.306	.270	.534	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.704	.751	.656	.442	1.0	.855	.337	.335	.640	.742	.022	.311	.385	.153	.135	.091	.261	.917	.354	X	X	X	X	X	.129	.129	.646	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
126	resnet34_ecoset_full	.302	.326	.341	.080	.694	.831	.996	.754	.700	.665	.956	.840	.903	.794	.443	.939	1.0	.634	.763	.559	.586	.630	.481	.578	.385	.649	.649	.597	.482	.712	.874	.856	.974	.791	.247	.209	.085	.332	.401	.062	.472	.653	.218	.600	.355	.389	.203	.354	.529	.496	.511	X	.277	.499	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.544	.407	.680	.519	.172	.298	.747	.984	.579	1.000	.296	.950	1.0	.092	.046	.320	.470	.310	.317	X	X	X	X	X	.342	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
127	ReAlnet09_cornet	.301	.334	.352	.053	.705	.879	.995	.855	.847	.707	.965	.924	.858	.766	.522	.939	.839	.658	.793	.351	.728	.763	.476	.565	.387	.613	.613	.714	.650	.778	.827	.794	.948	.738	.298	.122	.016	.228	.402	.010	.503	.655	.245	.598	.461	.383	.559	.407	.541	.513	.552	.270	.269	.536	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.741	.832	.649	.418	.283	.481	.138	.075	.877	.836	.081	.171	1.0	.470	.164	.162	.426	.682	.364	X	X	X	X	X	.092	.129	.644	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
128	ReAlnet01_cornet	.301	.338	.354	.056	.707	.881	.999	.858	.847	.710	.971	.930	.853	.761	.527	.917	.839	.669	.830	.318	.748	.781	.502	.615	.389	.578	.578	.737	.679	.794	.818	.793	.924	.738	.301	.125	.020	.229	.403	.015	.502	.651	.248	.598	.471	.391	.614	.419	.544	.512	.552	.267	.264	.546	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.728	.808	.648	.362	.256	.437	.411	.706	.218	1.0	.010	.209	.468	.282	.083	.034	.160	.800	.347	X	X	X	X	X	.133	.129	.645	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
129	efficientnet-b7	.300	.301	.332	.035	.706	.945	.998	.935	.918	.926	.884	.972	.981	.688	.537	.723	.804	.653	.857	.271	.715	.769	.641	.849	.433	.607	.607	.584	.508	.659	.827	.856	.892	.733	.256	.170	.014	.327	.357	.023	.455	.609	.162	.536	.345	.349	.131	.340	.546	.509	.543	X	.299	.471	.274	.510	.166	.228	.138	.453	.534	.473	.336	.043	.185	.111	.114	.143	.449	.125	.392	.254	X	X	X	X	.392	.277	.507	.529	.798	.104	.532	.041	1.0	.905	.296	.621	.177	.092	1.0	1.0	.177	.657	.176	X	X	X	X	X	.551	.526	.726	.521	.511	.456	.540	.575	.285	.639	.977	.830	.383	.362	.524	.577	.627	.975	.388	.477	.653	.820	.742	.537	.731	.594	.674	.459	.353	.565
130	ReAlnet02_cornet	.299	.335	.353	.053	.705	.871	.999	.871	.846	.677	.979	.910	.815	.748	.486	.918	.839	.670	.843	.335	.737	.766	.502	.616	.389	.597	.597	.731	.658	.804	.818	.794	.919	.741	.300	.124	.018	.231	.406	.016	.504	.660	.250	.600	.456	.371	.557	.415	.548	.515	.553	.233	.262	.560	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.716	.753	.678	.298	.571	.246	.069	.023	.794	.551	.020	.155	.215	.707	.242	.068	.145	.363	.346	X	X	X	X	X	.180	.128	.642	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
131	yudixie_resnet50_imagenet1kpret_0_240908	.298	.310	.355	.013	.775	.894	.897	.855	.821	.919	.978	.908	.876	.841	.804	.854	.866	.672	.780	.587	.680	.641	.836	.926	.747	.630	.630	.612	.492	.733	.941	.946	.969	.908	.278	.153	.014	.293	.396	.008	.510	.656	.200	.602	.335	.210	.213	.362	.527	.514	.517	X	.286	.481	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.707	.743	.672	.468	1.0	.883	.911	.118	.579	.275	.121	.510	.425	.061	.862	.389	.060	.363	.271	X	X	X	X	X	.359	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
132	ReAlnet04_cornet	.297	.334	.351	.056	.696	.878	.999	.868	.857	.684	.970	.933	.836	.764	.524	.928	.841	.663	.813	.303	.760	.775	.503	.618	.387	.581	.581	.675	.626	.724	.806	.771	.921	.726	.300	.126	.022	.230	.403	.013	.503	.655	.247	.597	.458	.395	.481	.410	.544	.513	.549	.310	.259	.527	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.696	.738	.653	.411	.127	.397	.825	1.0	.358	1.000	.067	.155	.811	.208	.016	.046	.132	.618	.358	X	X	X	X	X	.079	.130	.648	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
133	resnet50-barlow	.296	.342	.356	.035	.775	.822	.834	.675	.662	.918	.987	.859	.819	.782	.771	.755	.820	.729	.863	.570	.705	.777	.880	.986	.775	.729	.729	.619	.515	.724	.866	.880	.963	.754	.258	.241	.163	.318	.388	.043	.487	.622	.213	.575	.383	.306	.245	.430	.563	.560	.574	X	.250	.513	.058	.020	.037	.046	.042	.041	.179	.129	.009	.023	.006	.091	.038	.004	.139	.001	.119	.057	.137	.032	.378	.000	.266	-0.065	.596	.355	.852	.397	.454	.065	.266	.230	.055	.231	.667	.075	.242	.082	.518	.831	.313	.103	.104	.093	.178	.036	.258	.076	.001	.001	.001	X	X	.001		.063	.080	.083	.063	.037	.051	.064	.048	.057	.059	.056	.073	.052	.071	.119	.056	.044	.058	.317	.076	.558
134	ReAlnet03_cornet	.296	.339	.352	.056	.700	.878	.999	.867	.856	.681	.970	.936	.838	.762	.509	.938	.840	.671	.841	.308	.756	.780	.490	.592	.389	.581	.581	.701	.652	.750	.819	.789	.933	.733	.301	.128	.023	.233	.404	.014	.502	.656	.250	.599	.470	.390	.586	.417	.545	.518	.558	.276	.253	.545	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.727	.798	.656	.289	.155	.641	.358	.191	.437	.609	.027	.171	.627	.208	.062	.068	.098	.401	.349	X	X	X	X	X	.111	.129	.644	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
135	deit_small_imagenet_100_seed-0	.295	.270	.353	.127	.741	.768	.820	.662	.686	.833	.991	.939	.447	.723	.706	.882	.580	.795	.849	.864	.570	.900	.582	.412	.751	.529	.529	.901	.887	.915	.893	.879	.911	.888	.190	.145	.074	.216	.329	.029	.427	.533	.172	.487	.255	.157	.158	.302	.402	.459	.307	X	.320	.245	.082	.035	.021	.028	.014	.171	.224	.154	.033	.050	.143	.146	.040	.018	.145	.032	.057	.073	.327	.000	.000	.982	.728	.850	.606	.506	.141	1.0	.250	.006	.483	.836	.099	.281	.667	.602	.805	.696	.596	.618	.247	.120	.114	.093	.168	.104	.305	.190	.293	.147	.092	.144	.142	.211		.333	.744	.394	.156	.156	.430	.353	.373	.600	.167	.295	.372	.282	.425	.156	.281	.184	.292	.176	.122	.231
136	ReAlnet06_cornet	.294	.335	.353	.055	.704	.867	.999	.845	.835	.665	.985	.926	.811	.757	.513	.920	.839	.669	.844	.315	.753	.766	.492	.596	.388	.591	.591	.737	.686	.788	.813	.773	.947	.718	.301	.128	.021	.234	.403	.010	.503	.652	.246	.601	.458	.391	.540	.408	.546	.515	.552	.252	.252	.540	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.713	.759	.667	.316	.172	.270	.532	.467	.293	1.000	.041	.141	.317	.113	.242	.291	.060	.489	.350	X	X	X	X	X	.096	.130	.648	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
137	BiT-S-R152x2	.292	.286	.327	.001	.690	.865	.927	.803	.786	.797	.953	.902	.889	.931	.872	.931	.990	.651	.673	.633	.707	.592	.727	.765	.688	.198	.198	.589	.459	.719	.869	.831	.972	.805	.289	.166	.023	.309	.367	.016	.414	.631	.199	.574	.285	.163	.048	.355	.494	.465	.469	X	.299	.446	.201	.356	.191	.156	.084	.336	.371	.320	.256	.093	.059	.144	.083	.132	.332	.083	.223	.188	.322	.499	.465	.000	X	X	X	.676	.240	.971	.911	.102	1.0	.249	.655	.923	.627	.707	.601	.848	.882	.753	.254	.175	.302	.114	.115	.171	.315	.450	.728	.449	.413	.395	.459	.528	.256	.587	.975	.876	.209	.256	.468	.559	.633	.964	.383	.444	.636	.787	.725	.550	.601	.393	.511	.231	.172	.290
138	resnet50-vicreg	.292	.341	.348	.022	.775	.859	.879	.773	.779	.898	.997	.848	.842	.792	.769	.783	.824	.699	.841	.563	.684	.709	.894	.972	.815	.632	.632	.631	.515	.748	.915	.963	.973	.808	.248	.245	.189	.301	.395	.058	.490	.629	.215	.582	.377	.269	.244	.433	.563	.560	.566	X	.242	.534	.046	.043	.094	.049	.024	.044	.178	.103	.016	.071	.038	.017	.027	.015	.012	.032	.016	.003	X	X	X	X	.332	.019	.646	.584	.517	.706	.588	.984	.794	.820	.220	.475	.317	1.0	.529	.353	.426	.443	.311	X	X	X	X	X	.129	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
139	resnet-18_test_m	.292	.322	.346	.068	.688	.831	.995	.766	.720	.644	.956	.833	.906	.719	.516	.784	.857	.603	.681	.524	.591	.616	.521	.652	.390	.690	.690	.594	.481	.706	.858	.867	.973	.735	.282	.216	.130	.302	.364	.009	.455	.625	.173	.560	.361	.366	.322	.356	.514	.439	.531	X	.261	.524	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.719	.763	.674	.442	.283	.641	.532	.031	.862	.417	.327	.320	.109	1.0	.529	.062	.081	1.0	.273	X	X	X	X	X	.132	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
140	BiT-S-R50x3	.288	.311	.323	.006	.681	.899	.909	.897	.844	.939	.955	.850	.900	.766	.766	.846	.687	.600	.709	.530	.606	.554	.776	.799	.754	.290	.290	.559	.436	.682	.877	.857	.982	.792	.283	.169	.037	.301	.377	.024	.456	.634	.202	.569	.373	.261	.462	.371	.527	.457	.534	X	.266	.444	.249	.391	.397	.163	.068	.408	.399	.423	.300	.100	.129	.101	.128	.149	.478	.110	.230	.265	.518	.541	.645	.367	X	X	X	.479	.571	.167	.337	.065	1.0	.378	.361	.510	.037	.113	.888	.767	1.0	.507	.254	.182	.187	.124	.199	.216	X	.429	.723	.424	.366	.375	.450	.504	.241	.567	.983	.877	.180	.263	.430	.517	.577	.952	.355	.446	.655	.786	.695	.506	.562	.384	.479	.187	.145	.230
141	resnet50-vicregl0p75	.286	.337	.352	.031	.765	.905	.925	.835	.812	.955	.986	.935	.888	.831	.755	.840	.898	.681	.820	.499	.688	.715	.797	.859	.735	.672	.672	.584	.468	.700	.887	.922	.962	.777	.260	.238	.181	.296	.382	.017	.481	.623	.209	.579	.374	.279	.252	.421	.556	.548	.561	X	.235	.495	.035	.014	.044	.011	.010	.051	.048	.063	.019	.016	.003	.060	.029	.032	.043	.003	.127	.022	.001	.000	.003	.000	.341	-0.002	.685	.444	.358	.728	1.0	.346	.437	.155	.268	.510	.081	.075	.529	.353	.490	.883	.345	.112	.114	.103	.105	.126	.108	.051	.001	.001	.001	.001	.001	.001		.063	.077	.060	.064	.144	.054	.059	.062	.062	.059	.055	.041	.064	.049	.006	.065	.058	.087	.192	.064	.319
142	mobilenet_v2_1-4_224_pytorch	.285	.260	.263	.011	.601	.797	.980	.684	.728	.616	.867	.949	.753	.711	.567	.927	.639	.627	.582	.553	.527	.845	.769	.730	.807	.305	.305	.209	X	.418	.792	.799	.876	.700	.175	.146	.011	.282	.304	.025	.384	.512	.168	.431	.328	.209	.103	.407	.537	.511	.527	X	.310	.445	.159	.288	.166	.210	.061	.159	.287	.299	.193	.015	.122	.048	.036	.087	.439	.064	.181	.057	.131	.392	.000	.000	.672	.632	.712	.497	.423	.437	.205	.346	.430	.924	.081	.231	.762	.544	.529	.696	.518	.831	.330	.103	.083	.217	.073	.036	.144	.275	.538	.123	X	.185	.309	X		.509	.902	.915	.166	.325	.449	.455	.469	.866	.461	.335	.522	.596	.561	.338	.546	.312	.443	.205	.136	.275
143	omnivore_swinS	.282	.362	.352	.086	.743	.935	.986	.862	.898	.871	.973	.969	.984	.709	.794	.585	.748	.682	.763	.607	.693	.663	.763	.700	.827	.760	.760	.496	.391	.602	.855	.874	.893	.798	.227	.288	.269	.308	.420	.145	.492	.635	.245	.582	.386	.230	.607	.381	.517	.496	.472	X	.203	.498	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.573	.383	.641	.967	.137	1.0	.621	.882	.171	.195	.346	.709	.240	.725	1.0	.000	X	X	X	X	X	.555	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
144	vonegrcnn_47e	.281	.142	.221	.005	.339	.563	.793	.581	X	.911	X	.958	.700	.293	X	X	.879	X	X	X	X	X	.221	.128	.314	.538	.538	.435	X	.871	.321	X	.963	X	.318	.152	X	.305	.044	X	X	X	.219	X	.152	X	X	X	.540	.523	X	X	.419	.510	.197	.260	.151	.144	.062	.497	.330	.294	.218	.052	.126	.110	.075	.096	.482	.061	.258	.127	.509	.760	.767	.000	.736	.803	.668	.439	.942	.481	.324	.951	.877	.609	.041	.461	.050	.153	.529	.239	.215	.281	.498	.167	.104	.196	.241	.126	.299	.242	X	.411	.387	.351	.416	.490		.547	.970	.660	.222	.181	.537	.545	.550	.941	.250	.446	.598	.736	.654	.550	.596	.407	.449	.252	.182	.322
145	alexnet_training_seed_01	.280	.387	.614	.752	.799	.829	.993	.693	.714	.915	.821	.928	.739	.913	.943	.901	.894	.615	.706	.402	.613	.741	.683	.632	.734	.818	.818	.926	.919	.933	.809	.734	.926	.766	.290	.431	.630	.232	.275	.157	.275	.390	.108	.445	.230	.048	.538	.171	.293	.309	.252	X	.172	.098	.082	.020	.101	.003	.024	.180	.143	.129	.043	.096	.074	.107	.083	.037	.139	.002	.093	.130	.000	.000	.000	.000	.444	.530	.358	.576	.396	.451	.911	.015	.146	.742	.882	.141	.569	1.0	1.0	.320	.490	1.0	.048	.078	.073	.072	.073	.093	.052	.069	.001	.001	.001	X	X	.001		.063	.062	.062	.062	.069	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.061	.062	.062	.281	.062	.500
146	densenet-169	.276	.305	.345	.025	.734	.820	.883	.799	.754	.734	.945	.760	.866	.840	.812	.827	.882	.654	.745	.410	.723	.737	.621	.685	.557	.802	.802	.566	.435	.698	.832	.821	.939	.735	.278	.178	.028	.327	.384	.033	.488	.629	.202	.568	.311	.212	.057	.338	.539	.489	.546	X	.248	.476	.222	.456	.254	.166	.098	.241	.270	.314	.299	.132	.186	.133	.096	.112	.474	.119	.273	.153	.397	.167	.658	.367	X	X	X	.487	.324	.361	1.0	.048	.968	.621	.399	.461	.067	.075	.583	.264	.767	.883	.250	.149	.156	.145	.168	.126	X	.326	.718	.100	.399	X	X	X		.613	.975	.945	.207	.325	.515	.552	.573	.954	.544	.468	.658	.825	.718	.525	.656	.424	.560	.198	.162	.235
147	yolos_tiny	.275	.313	.359	.139	.699	.739	.672	.707	.682	.677	.894	.668	.874	.701	.608	.810	.685	.722	.773	.602	.775	.738	.521	.570	.471	.675	.675	.697	.619	.775	.840	.887	.845	.789	.238	.223	.163	.284	.368	.093	.432	.561	.215	.540	.303	.307	.159	.329	.475	.402	.452	X	.237	.242	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.818	1.0	.615	.402	.423	.641	.612	X	.952	.025	.099	.115	.074	.707	.267	.520	.572	.618	.025	X	X	X	X	X	.409	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
148	BiT-S-R101x3	.274	.303	.345	.036	.703	.899	.917	.895	.837	.917	.938	.865	.923	.722	.708	.882	.575	.715	.704	.567	.892	.696	.751	.821	.680	.384	.384	.511	.356	.665	.938	.902	.928	.984	.296	.171	.036	.306	.379	.023	.443	.643	.203	.581	.317	.198	.300	.334	.502	.384	.505	X	.245	.462	.181	.263	.261	.144	.066	.213	.331	.315	.299	.074	.127	.007	.039	.130	.249	.114	.251	.194	.396	.421	.767	.000	X	X	X	.503	.698	.529	.305	.031	1.0	.083	.148	.231	.160	.638	.583	1.0	.800	.831	.244	.173	.156	.207	.168	.160	X	.443	.730	.443	.390	.396	.455	.530	.247	.587	.983	.891	.196	.325	.476	.545	.575	.975	.367	.463	.661	.775	.726	.519	.616	.410	.475	.208	.157	.259
149	yudixie_resnet18_imagenet1kpret_0_240719	.274	.298	.334	.004	.730	.850	.946	.777	.779	.876	.943	.889	.741	.830	.783	.836	.870	.650	.752	.514	.711	.622	.857	.965	.749	.512	.512	.557	.421	.693	.851	.855	.960	.738	.268	.148	.008	.287	.373	.004	.474	.640	.176	.573	.337	.236	.256	.354	.521	.483	.506	X	.250	.528	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.719	.748	.690	.333	.631	.126	.205	.075	.579	.562	.399	.706	.317	.346	.111	.320	.055	.230	.258	X	X	X	X	X	.159	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
150	resnet18_imagenet21kP	.273	.292	.317		.695	.859	.931	.896	.841	.800	.868	.801	.874	.648	.554	.664	.728	.620	.767	.439	.650	.622	.774	.818	.729	.622	.622	.482	.393	.571	.861	.906	.960	.717	.256	.150		.299	.384		.481	.640	.204	.597	.315	.382		.314	.513	.467	.530	X	.254	.585	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	.636	.538	.734																.470	X	X	X	X	X	.338	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
151	alexnet_training_seed_10	.271	.387	.604	.733	.804	.786	.933	.645	.636	.915	.786	.896	.691	.901	.888	.900	.914	.642	.679	.421	.666	.802	.667	.591	.742	.846	.846	.892	.931	.854	.894	.867	.924	.891	.276	.413	.626	.200	.256	.090	.274	.385	.103	.427	.276	.042	.885	.175	.282	.306	.245	X	.155	.114	.065	.049	.156	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.467	.555	.380	.414	.591	.397	.411	.017	X	.757	.011	.563	.317	.867	1.0	.162	.445	.254	.051	.110	.104	.103	.105	.126	.018	.069	X	X	X	X	X			.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.062	.500
152	alexnet_training_seed_07	.269	.374	.601	.708	.805	.841	.965	.743	.727	.914	.812	.937	.787	.855	.826	.882	.858	.650	.683	.516	.659	.742	.666	.606	.726	.773	.773	.929	.964	.893	.925	.914	.942	.920	.288	.398	.578	.217	.256	.089	.273	.387	.098	.433	.242	.039	.642	.179	.288	.295	.250	X	.165	.103	.052	.050	.054	.066	.032	.084	.024	.033	.013	.088	.013	.041	.038	.011	.077	.024	.166	.077	.233	.000	.000	.698	.430	.516	.344	.343	1.0	.496	.051	.041	.178	.137	.033	.171	1.0	.783	.369	.068	.332	.135	.045	.091	.083	.083	.073	.126	.023	.086	X	.000	X		X	.001		.060	.056	.062	.084	.069	.059	.052	.054	.061	.053	.050	.059	.057	.059	.056	.064	.064	.056	.370	.084	.656
153	mobilenet_v2_1_0_192	.266	.304	.336	.007	.738	.796	.795	.754	.696	.827	.982	.700	.820	.769	.925	.523	.857	.729	.818	.289	.979	.829	.575	.707	.442	.933	.933	.577	.458	.696	.789	.761	.893	.711	.262	.160	.001	.318	.388	.010	.487	.619	.253	.571	.333	.313	.078	.373	.536	.491	.541	X	.227	.419	.152	.246	.071	.130	.062	.301	.206	.245	.233	.035	.127	.029	.060	.094	.353	.112	.208	.075	.278	.558	.276	.000	X	X	X	.468	.571	.410	.676	.288	.952	.204	.723	.141	.132	.030	1.0	.239	.387	.800	.085	.202	.198	.238	.178	.194	.214	.278	.648	X	X	X	X	X		.518	.939	.688	.218	.300	.477	.459	.463	.929	.372	.361	.594	.630	.613	.450	.585	.401	.330	.224	.176	.271
154	resnet_101_v2	.262	.091	.138	.139	.274	.335	X	X	X	.652	.979	.714	X	.297	X	X	.891	.128	X	X	X	.511	.225	.451	X	X	X	.602	.501	.703	.329	.987	X	X	X	X	X	X	X	X	X	X	X	X	.225	.228	X	.341	.501	X	.503	X	.434	.554	.485	.731	.562	.393	.109	.663	.610	.548	.568	.123	.397	.364	.451	.416	.827	.205	.623	.647	.446	.730	.607	.000	.461	.239	.684	.475	.438	.546	.178	.056	.706	.409	.220	.119	.385	.739	.242	.632	1.0	.975	.333	.177	.104	.269	.210	.126	.541	.409	.776	.399	.457	.409	.559	X		.620	.981	.978	.246	.237	.461	.528	.552	.975	.473	.505	.689	.854	.896	.537	.650	.410	.573	.249	.206	.292
155	tv_efficientnet-b1	.261	.195	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.119		.237	.385		.490	.623	.240	.574	.277	.312		X	.552	.529	.548	X	.326	.392	.209	.637	.492		.098	.336	.454	.379						.221	.510	.101	.324		.583	.944	.806	.000	.503	.326	.681																.169	.154	.135	.207	.147	.126	.595
156	resnet_101_v1	.260	.081	.127	.025	.357	.498	X	X	X	.797	.931	.812	.949	.530	.628	X	.964	.336	X	X	.749	.594	.514	.638	.390	.621	.621	X	X	X	X	X	X	X	X	.068	.135	X	.062	.057	X	X	.253	X	.066	X	.463	X	X	X	X	X	.440	.521	.318	.551	.301	.271	.107	.546	.470	.465	.440	.059	.268	.183	.234	.195	.549	.155	.358	.253	.651	.670	.374	.908	.768	.831	.705	.375	.155	.437	.186	.020	.352	.225	.027	.171	.627	.961	.643	.291	.470	.682	.297	.241	.281	.217	.283	.182	.351	.392	.736	.434	.349	.399	.481	.507		.583	.977	.839	.199	.237	.541	.578	.583	.975	.375	.474	.656	.766	.680	.494	.631	.417	.487	.206	.157	.254
157	mobilenet_v2_0_75_192	.260	.314	.342	.004	.722	.865	.939	.887	.817	.769	.989	.789	.867	.732	.782	.615	.800	.710	.764	.378	.867	.830	.551	.694	.408	.718	.718	.635	.519	.750	.846	.832	.940	.765	.299	.156	X	.311	.379	X	.471	.617	.236	.570	.381	.365	.410	.330	.527	.499	.535	X	.205	.427	.088	.150	.044	.107	.056	.120	.110	.125	.163	.045	.077	.033	.019	.089	.192	.055	.116	.003	.094	.282	.000	.000	X	X	X	.482	1.0	.048	.502	.056	.261	1.0	.180	.950	.317	.092	.730	.931	.025	.657	.103	.237	.187	.310	.325	.126	.211	.268	.628	X	X	X	X	X		.503	.923	.644	.205	.344	.494	.456	.433	.902	.411	.343	.564	.625	.603	.375	.540	.379	.318	.207	.165	.250
158	alexnet_training_seed_06	.257	.350	.491	.689	.550	.426	.321	.215	.233	.745	.649	.563	.254	.763	.873	.428	.989	.378	.280	.198	.868	.164	.183	.085	.281	.840	.840	.747	.876	.618	.516	.339	.817	.393	.233	.379	.570	.189	.263	.079	.281	.400	.101	.456	.268	.039	.834	.152	.282	.320	.251	X	.163	.108	.041	.022	.016	.050	.007	.089	.098	.076	.034	.053	.024	.037	.014	.018	.139	.009	.008	.005	.000	.000	.000	.000	.426	.473	.379	.416	.517	.855	.532	.009	.324	.185	.033	.563	.425	.576	1.0	.573	.052	.182	.041	.110	.104	.103	.105	.126	.162	.075	X	.000	X	X	X	.001		.065	.075	.062	.076	.056	.059	.062	.062	.068	.062	.062	.069	.059	.074	.075	.056	.070	.062	.307	.076	.538
159	mobilenet_v2_1_3_224	.256	.305	.326	.008	.718	.835	.888	.832	.799	.746	.977	.775	.830	.578	.708	.442	.585	.627	.663	.321	.757	.767	.863	.970	.756	.815	.815	.531	.393	.669	.773	.751	.883	.685	.253	.163	.005	.320	.397	.014	.493	.629	.252	.596	.334	.368	.063	.363	.529	.477	.538	X	.206	.428	.168	.430	.025	.153	.075	.247	.260	.262	.297	.043	.096	.079	.027	.124	.336	.104	.216	.076	.369	.424	.681	.000	X	X	X	.495	.535	.641	.967	.608	.589	.409	.268	.115	.549	.061	.662	.239	.973	.310	.070	.122	.146	.124	.126	.093	X	.150	X	.062	.248	X	X	X		.527	.964	.665	.166	.350	.466	.478	.500	.927	.348	.434	.613	.679	.676	.375	.557	.356	.410	.159	.122	.196
160	regnet_y_400mf	.253	.225	.092		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.275	.162		.323	.375		.482	.628	.180	.586	.270	X		.375	.520	.505	.493	X	.281	.438	.116	.248	.013	.157	.062	.288	.190	.203	.179	.042	.087	.044	.002	.085	.150	.066	.121	.027	.269	.806	X	.000	.604	.533	.676																.322	.244	.250	.279	.199	.250	.251	.362	.687	.189	X	.324	X	.433	.223	.531	.961	.776	.182	.194	.474	.514	.540	.918	.305	.425	.567	.637	.662	.481	.590	.426	.366	.181	.139	.224
161	alexnet_training_seed_04	.252	.353	.565	.621	.804	.834	.953	.700	.719	.926	.828	.960	.753	.882	.857	.814	.975	.643	.662	.470	.660	.780	.591	.508	.674	.845	.845	.979	.996	.961	.857	.780	.977	.814	.270	.359	.492	.226	.248	.071	.268	.378	.092	.430	.241	.059	.639	.153	.288	.302	.246	X	.150	.127	.065	.049	.156	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.388	.450	.326	.456	.852	.397	.276	.020	.358	1.000	.011	1.0	.237	.783	.494	.147	.076	.725	.045	.115	.104	.114	.115	.126	.007	.069	.001	.000	X	.001	X	X		.062	.062	.062	.062	.069	.062	.062	.062	.062	.062	.062	.062	.062	.062	.056	.062	.062	.062	.281	.062	.500
162	mobilenet_v2_0_5_224	.252	.308	.328	.002	.726	.782	.931	.858	.767	.597	.857	.663	.804	.736	.810	.680	.718	.638	.614	.478	.711	.747	.870	.815	.926	.822	.822	.475	.334	.615	.756	.747	.954	.567	.256	.155	.000	.310	.404	.155	.462	.603	.224	.578	.345	.262	.358	.306	.500	.465	.523	X	.195	.365	.149	.253	.176	.211	.070	.253	.226	.213	.174	.082	.111	.052	.010	.091	.369	.091	.145	.001	.170	.011	.131	.367	X	X	X	.590	1.0	.270	1.0	.013	.780	.924	.199	1.0	.288	.312	.888	.428	.177	.975	.117	.172	.114	.227	.220	.126	X	.263	.616	X	X	X	X	X		.480	.903	.581	.220	.350	.471	.431	.421	.900	.417	.302	.506	.559	.573	.381	.521	.365	.256	.222	.180	.263
163	mobilenet_v2_0_5_192	.250	.319	.321	.039	.707	.756	.813	.619	.559	.871	.908	.734	.790	.670	.724	.650	.636	.547	.578	.313	.486	.812	.918	.905	.932	.856	.856	.454	.296	.613	.749	.679	.929	.639	.217	.157	X	.315	.375	.008	.459	.605	.230	.572	.423	.378	.700	.339	.526	.501	.520	X	.182	.372	.110	.165	.105	.106	.092	.180	.166	.137	.157	.062	.116	.013	.046	.079	.296	.066	.087	.006	.197	.388	.204	.000	X	X	X	.336	.722	.048	.276	.298	.474	.189	.041	.418	.691	.153	.643	.217	.089	.443	.129	.232	.135	.310	.357	.126	.077	.270	.592	.020	.079	X	X	X		.483	.900	.579	.230	.300	.481	.463	.458	.855	.423	.360	.517	.532	.555	.344	.545	.370	.290	.257	.193	.321
164	alexnet_training_seed_09	.248	.354	.594	.683	.809	.853	.971	.682	.710	.911	.938	.989	.774	.885	.817	.881	.958	.648	.684	.457	.669	.783	.704	.664	.744	.749	.749	.949	.947	.952	.874	.808	.979	.837	.289	.284	.369	.198	.269	.124	.275	.394	.101	.451	.271	.048	.827	.180	.286	.304	.250	X	.141	.104	.034	.007	.058	.067	.034	.042	.013	.034	.027	.033	.057	.028	.038	.001	.049	.023	.045	.027	.040	.000	.119	.000	.418	.488	.349	.357	.591	.167	.502	.020	.066	.225	.099	.078	.237	.520	1.0	1.0	.332	.165	.053	.110	.104	.103	.105	.126	.012	.078	X	.000	X	X	X	.001		.066	.067	.062	.074	.094	.062	.062	.062	.066	.062	.064	.061	.064	.056	.075	.059	.065	.059	.322	.074	.571
165	AlexNet_SIN	.248	.283	.335		.692	.901	.939	.863	.919	.894	.965	.924	.803	.876	.852	.938	.839	.621	.678	.387	.855	.565	.410	.664	.156	.380	.380	.787	.916	.657	.870	.952	.935	.724	.313	.180		.360	.338		.417	.573	.163	.539	.279	.265		.332	.479	.424	.455	X	.212	.375	.074	.065	.022	.132	.055	.122	.115	.093	X	.055	.054	.027	.032	.052	.263	.031	.141	.002	.254	.602	.160	.000	.411	.322	.499																.281	.212	.239	.207	.210	.194	.089	.337	.340	.157	.194	.179	.255	X	.040	.537	.797	.669	.484	.581	.575	.597	.602	.704	.595	.326	.594	X	.354	.481	.642	.786	.343	.613	.461	.766
166	mobilenet_v2_0_75_224	.246	.315	.319	.007	.724	.809	.797	.738	.739	.859	.929	.825	.777	.622	.756	.655	.456	.656	.611	.443	.793	.776	.944	.925	.964	.845	.845	.439	.362	.516	.750	.724	.927	.601	.227	.156	.000	.312	.391	.001	.469	.621	.264	.599	.393	.327	.533	.348	.525	.487	.532	X	.178	.458	.097	.231	.024	.125	.077	.097	.107	.113	.216	.022	.061	.020	.034	.080	.256	.076	.089	.016	.133	.400	.000	.000	X	X	X	.497	.358	.114	.718	.248	.862	.499	.882	X	.425	.424	.805	.573	.055	1.0	.099	.136	.094	.217	.220	.014	X	.144	X	.034	.136	X	X	X		.501	.923	.570	.195	.344	.469	.423	.450	.907	.455	.349	.578	.605	.600	.388	.573	.384	.309	.187	.152	.221
167	alexnet_training_seed_02	.246	.337	.572	.647	.779	.849	.915	.730	.735	.915	.921	.987	.739	.847	.788	.847	.907	.624	.604	.448	.783	.663	.600	.476	.723	.796	.796	.912	.912	.912	.826	.751	.943	.784	.289	.264	.311	.218	.255	.012	.282	.411	.116	.453	.258	.060	.689	.185	.292	.322	.254	X	.155	.131	.065	.049	.156	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.392	.418	.367	.458	.104	.270	.875	.013	.089	.225	.081	.311	.925	.638	1.0	.632	.247	1.0	.047	.110	.104	.103	.105	.126	.038	.069	X	X	X	X	X	X		.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.062	.500
168	artResNet18_1	.244	.286	.333	.016	.719	.728	.834	.655	.612	.755	.882	.809	.548	.891	.853	.926	.893	.610	.752	.436	.491	.761	.524	.658	.389	.560	.560	.861	.886	.837	.861	.891	.801	.892	.263	.187	.143	.232	.322	.002	.411	.544	.162	.491	.300	.256	.413	.302	.380	.431	.320	X	.202	.096	.051	.015	.018	.013	.021	.156	.006	.037	.004	.075	.032	.100	.064	.011	.109	.014	.192	.004	.059	.178	.000	.000	.560	.626	.494	.501	1.0	1.0	.825	.005	.089	.342	.121	.579	1.0	.346	.782	.179	.288	.460	.173	.110	.094	.093	.126	.126	.067	.074	.001	.001	.001	.001	.001	.001		.065	.033	.075	.053	.044	.051	.077	.067	.061	.070	.065	.080	.048	.072	.113	.083	.059	.058	.305	.045	.564
169	alexnet_training_seed_05	.241	.330	.481	.621	.595	.517	.513	.271	.313	.773	.904	.546	.297	.748	.741	.794	.710	.478	.388	.199	.875	.451	.198	.085	.311	.663	.663	.873	.938	.809	.686	.614	.781	.665	.228	.329	.455	.202	.253	.069	.270	.384	.105	.437	.259	.046	.733	.169	.291	.311	.260	X	.151	.065	.082	.020	.101	.003	.024	.180	.143	.129	.043	.096	.074	.107	.083	.037	.139	.002	.093	.130	.000	.000	.000	.000	.394	.444	.343	.486	1.0	.601	.411	.004	.146	.551	.974	.706	.425	.050	.601	.239	.184	.917	.051	.110	.104	.103	.105	.126	.020	.069	X	X	X	X	X	X		.062	.062	.062	.062	.056	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.062	.500
170	resnet_152_v2	.236	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.471	.573	.520	.691	.376	.402	.151	.638	.646	.489	.537	.303	.498	.572	.599	.561	.856	.253	.603	.670	.700	.858	.873	.367	.570	.410	.729	.493	1.0	.706	.372	.031	.952	1.0	.067	.155	.762	.783	.406	.014	.160	.489	.326	.112	.104	.114	.105	.126	.478	.379	.772	.362	X	.361	.553	.533		.569	.975	.955	.200	.150	.424	.506	.515	.964	.358	.404	.633	.804	.864	.487	.610	.328	.497	.192	.158	.226
171	alexnet_training_seed_03	.235	.339	.494	.592	.679	.746	.868	.596	.627	.912	.674	.874	.674	.865	.768	.883	.944	.400	.208	.536	.525	.329	.391	.342	.440	.765	.765	.847	.913	.780	.739	.653	.897	.668	.210	.393	.571	.215	.244	.015	.267	.388	.105	.443	.225	.056	.651	X	.295	.317	.257	X	.130	X	.038	.025	.022	.153	.036	.002	.030	.001	.009	.072	.058	.042	.010	.016	.090	.005	.044	.024	.000	.000	.000	.000	.460	.571	.349	.326	.467	.437	1.0	.159	.022	.509	.055	.095	.549	.312	.226	.179	.152	.401	.048	.106	.125	.093	.126	.081	.063	.069	X	X	X	X	X	X		.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.281	.062	.500
172	xception	.234	.151	.286	X	.544	.931	.946	.962	.937	.899	.926	.929	.920	.873	.862	.861	.896	.553	.544	.596	.606	.467	.606	.746	.466	X	X	.216	.432	X	.632	.916	.980	X	.314	.167	X	.335	.112	X	X	X	X	.562	.037	.262	X	X	X	X	X	X	.317	.441	.291	.619	.540	.292	.076	.327	.298	.412	.470	.118	.168	.150	.184	.179	.236	.097	.450	.322	.365	.698	.398	.000	.527	.392	.663	.324	.115	.410	.152	.184	.437	.370	.110	.343	.055	.424	1.0	.472	.332	.135	.175	.088	.042	.114	.115	.081	.323	.284	.670	X	X	X	X	X		.533	.959	.955	.195	.188	.443	.481	.463	.941	.503	.420	.536	.704	.618	.250	.505	.352	.547	.216	.161	.271
173	BiT-S-R152x4	.233	.269	.318	X	.682	.835	.905	.716	.702	.884	.938	.884	.811	.745	.698	.876	.661	.696	.610	.561	.957	.655	.765	.803	.727	.280	.280	.521	.382	.660	.934	.966	.929	.909	.271	.134	X	.267	.348	X	.403	.608	.181	.548	.276	X	X	.393	.519	.503	.515	X	.198	.478	.184	.261	.294	.189	.076	.238	.257	.287	.237	.066	.175	.055	.057	.105	.255	.111	.293	.172	.234	.053	.282	.367	X	X	X	.456	.852	.190	.324	.004	1.0	.230	.243	.706	.099	.102	.782	.353	.845	.657	.059	.171	.187	.103	.189	.205	X	.444	.735	.451	.420	.388	.461	.534	.256	.571	.984	.871	.192	.219	.444	.502	.554	.963	.392	.436	.661	.780	.725	.519	.614	.341	.505	.206	.157	.256
174	resnet50_imagenet_10_seed-0	.232	.250	.330	.003	.716	.840	.945	.884	.837	.814	.786	.800	.811	.889	.950	.749	.969	.721	.825	.884	.434	.741	.369	.481	.257	.450	.450	.872	.853	.891	.869	.830	.955	.823	.270	.129	.021	.237	.302	.001	.349	.514	.164	.485	.240	.118	.233	.360	.329	.370	.269	X	.214	.165	.072	.027	.106	.003	.021	.093	.182	.112	.029	.095	.085	.114	.033	.007	.102	.020	.100	.089	.334	.003	.000	1.0	.484	.490	.478	.350	.155	.372	.125	.524	.240	.275	.110	.379	.317	.783	.369	.239	.089	.917	.206	.099	.104	.093	.073	.126	.002	.060	.039	.017	.012	.020	.008	.028		.113	.200	.100	.074	.119	.133	.128	.106	.152	.081	.101	.098	.073	.122	.106	.156	.087	.077	.132	.061	.204
175	cv_18_dagger_408_pretrained	.232	.290	.330	.044	.726	.795	.754	.665	.632	.943	.950	.792	.831	.635	.725	.716	.462	.792	.844	.567	.878	.879	.570	.542	.597	.734	.734	.613	.490	.737	.943	.937	.983	.910	.220	.151	.029	.274	.388	.028	.518	.634	.218	.544	.291		.099	.384	.522	.518	.513	X	.173	.500	.353	.400	.332	.328	.131	.223	.443	.400	.492	.293	.314	.286	.388	.226	.523	.271	.600	.354	.214		.641																										.320	.485	.740	.523	.512	.434	.572	.575	.277	.641	.983	.939	.242	.244	.492	.539	.585	.963	.642	.485	.791	.905	.778	.569	.652	.464	.626	.243	.205	.281
176	yudixie_resnet50_category_class_0_240908	.231	.271	.336	.001	.755	.897	.962	.958	.938	.821	.859	.966	.776	.882	.691	.959	.996	.699	.788	.670	.656	.681	.486	.584	.389	.819	.819	.634	.518	.749	.870	.862	.942	.808	.252	.136	.001	.272	.358	.004	.435	.606	.171	.576	.253	.157	.002	.255	.499	.396	.466	X	.191	.405	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.509	.498	.520	.381	.722	.230	.250	.389	.214	1.000	.050	.757	.349	.138	.435	.320	.120	.363	.097	X	X	X	X	X	.139	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
177	yudixie_resnet18_category_class_0_240719	.229	.266	.345	.011	.783	.920	.996	.955	.971	.868	.879	.965	.807	.830	.650	.868	.972	.708	.808	.548	.739	.737	.568	.738	.397	.846	.846	.647	.547	.748	.960	.978	.959	.942	.241	.129	.000	.257	.342	.007	.401	.579	.148	.574	.250	.215	.005	.250	.477	.362	.441	X	.192	.428	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.567	.598	.535	.390	.771	.184	.411	.027	.589	.068	.882	.064	.215	.230	.951	.100	.050	.917	.071	X	X	X	X	X	.077	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
178	alexnet_ks_torevert	.229	.232	.105		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.316	.176		.353	.355		.438	.617	.170	.550	.292	.255		.313	.496	.471	.508	X	.225	.370	.087	.134	.123	.128	.069	X	.252	X	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038	.122	.096	.270	.000	.542	.460	.624																.375	.175	.187	.186	.168	.160	.132	.255	.519	.104	X	.187	.228	X	.068	.390	.864	.435	.189	.294	.474	.448	.438	.777	X	.345	.520	.505	X	.431	.450	.279	.177	.195	.151	.239
179	omnivore_swinB	.227	.320	.340	.014	.783	.921	.996	.825	.874	.868	.980	.963	.944	.791	.829	.609	.934	.745	.977	.541	.632	.829	.784	.706	.863	.749	.749	.662	.559	.765	.825	.834	.854	.788	.223	.211	.116	.306	.400	.038	.493	.642	.245	.584	.330	.205	.240	.383	.516	.503	.464	X	.134	.487	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.582	.698	1.0	.293	.013	1.0	.924	.524	1.0	.288	.230	.730	.522	.247	.682	.000	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
180	vonegrcnn_62e_nobn	.224	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.448	.503	.198	.298	.113	.137	.062	.476	.311	.304	.221	.037	.153	.104	.088	.075	.554	.068	.213	.157	.683	.671	.395	.982	.749	.823	.676	.483	.571	.328	.532	.065	.877	.757	.050	.563	.317	.138	.529	.522	.767	.753	.494	.172	.104	.207	.252	.126	.303	.333	.702	.161	.388	X	X	X		.545	.961	.676	.217	.169	.534	.553	.548	.941	.241	.453	.583	.720	.665	.550	.601	.401	.461	.260	.188	.331
181	alexnet_training_seed_08	.221	.310	.449	.444	.662	.652	.748	.462	.479	.872	.801	.772	.432	.901	.933	.787	.983	.483	.461	.297	.827	.347	.286	.268	.305	.712	.712	.898	.945	.851	.701	.614	.824	.667	.242	.253	.313	.193	.248	.044	.268	.386	.103	.439	.289	.033	.932	.187	.296	.315	.257	X	.132	.083	.057	.049	.020	.068	.032	.085	.049	.037	.010	.075	.031	.060	.053	.009	.077	.024	.198	.088	.000	.000	.000	.000	.413	.502	.325	.341	.145	.777	1.0	.003	.098	.225	.099	.115	.925	.102	.583	.197	.125	.377	.051	.110	.104	.103	.105	.126	.005	.069	X	X	X	X		X		.062	.062	.052	.062	.062	.062	.064	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.062	.283	.062	.503
182	yudixie_resnet50_object_class_0_240908	.220	.275	.341	.004	.752	.876	.914	.889	.846	.802	.985	.918	.779	.837	.692	.840	.978	.724	.776	.671	.736	.714	.530	.670	.389	.710	.710	.697	.602	.792	.893	.869	.989	.821	.267	.131	.000	.262	.366	.003	.445	.612	.184	.585	.264	.139	.000	.312	.503	.420	.471	X	.165	.208	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.568	.586	.550	.431	.631	.728	.250	.118	.389	.335	.081	.141	.516	.638	1.0	.264	.060	.883	.088	X	X	X	X	X	.023	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
183	yudixie_resnet50_cat_obj_class_all_latents_0_240908	.220	.275	.336	.003	.756	.920	.974	.969	.949	.829	.951	.976	.790	.815	.615	.881	.950	.721	.822	.615	.718	.727	.529	.668	.390	.757	.757	.671	.569	.773	.878	.840	.981	.812	.250	.137	.001	.274	.361	.003	.445	.603	.164	.589	.266	.220	.000	.279	.488	.411	.462	X	.164	.265	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.476	.407	.545	.401	.467	.662	.372	.524	.430	.281	.163	.353	.627	.667	.242	.217	.019	.595	.080	X	X	X	X	X	.092	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
184	vision_transformer_vit_large_patch16_224	.218	.289	.332		.715	.804	.826	.670	.656	.937	.963	.845	.728	.742	.549	.762	.915	.793	.776	.695	.876	.825	.342	.328	.355	.819	.819	.586	.460	.712	.920	.883	.988	.890	.282	.164		.329	.394		.499	.645	.247	.578	.266			.419	.495	.525	.424	X	.147	.585	.590	.794	.590	.656	.543	.789	.696	.610	.756	.248	.499	.506	.472	.308	.749	.421	.705	.685																														X																										X	X	X
185	effnetb1_cutmixrespatch_SAM_robust32_e10_manylayers_324x288	.218	.308	.379		.758	.900	.986	.862	.936	.961	.719	.918	.917	.881	.686	.965	.991	.713	.820	.271	.920	.843	.699	.770	.628	.821	.821	.628	.533	.723	.662	.720	.867	.399	.379	.178		.356	.388		.487	.638	.205	.610	.287			.420	.529	.502	.560	X	.128	.625	.396	.543	.106	.284	.173	.777	.703	.535	.487	.050	.306	.378	.269	.614	.728	.169	.438	.172																														.261	.414	.133	.087	.108	.143	.196		.441	.850	.299	.235	.144	.486	.430	.406	.889	.202	.279	.544	.504	.849	.356	.499	.290	.230	.319	.208	.430
186	vonegrcnn_52e_full	.217	.011	.046	.005	.133	.246	.795	X	X	X	.930	X	X	X	X	X	X	.307	X	.906	.323	X	.082	.163	X	X	X	X	X	X	.293	X	X	.879	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.423	.522	.191	.239	.125	.132	.084	.487	.325	.302	.226	.043	.126	.084	.083	.080	.520	.068	.184	.144	.445	.799	.536	.000	.736	.793	.679	.520	.942	.167	.305	.706	.650	.230	.220	.095	.627	.255	.951	.845	.288	1.0	.490	.162	.104	.186	.231	.126	.317	.384	.704	.407	.381	.349	.410	.488		.543	.963	.660	.226	.169	.535	.537	.533	.939	.248	.453	.577	.709	.670	.562	.603	.404	.440	.266	.195	.336
187	effnetb1_cutmixrespatch_SAM_robust32_e2_manylayers_324x288	.216	.307	.379		.758	.899	.986	.861	.937	.960	.716	.919	.916	.882	.686	.967	.993	.713	.820	.272	.920	.842	.696	.771	.622	.822	.822	.628	.533	.723	.662	.720	.867	.397	.379	.178		.357	.387		.486	.637	.202	.610	.284			.408	.530	.489	.560	X	.126	.608	.396	.538	.163	.299	.184	.776	.692	.564	.532	.061	.352	.338	.246	.606	.675	.161	.418	.133																														.255	.402	.130	.090	.102	.138	.188		.428	.844	.282	.226	.163	.475	.419	.396	.886	.205	.259	.541	.495	.835	.237	.499	.305	.214	.318	.199	.437
188	effnetb1_cutmixpatch_augmix_robust32_e5_324x288	.215	.307	.379		.757	.900	.986	.861	.937	.961	.720	.918	.916	.881	.686	.966	.991	.714	.822	.272	.920	.843	.697	.770	.624	.820	.820	.627	.532	.722	.662	.721	.867	.398	.379	.180		.360	.379		.476	.639	.184	.598	.291			.419	.551	.527	.542	X	.123	.646	.337	.489	.271	.250	.105	.629	.597	.518	.536	.078	.225	.223	.217	.565	.458	.127	.281	.157																														.311	.471	.176	.131	.127	.195	.251		.504	.884	.541	.295	.194	.497	.475	.537	.911	.298	.291	.577	.632	.886	.375	.524	.341	.315	.403	.264	.542
189	yudixie_resnet18_object_class_0_240719	.215	.262	.329	.003	.754	.897	.975	.878	.901	.916	.850	.978	.778	.886	.777	.945	.937	.649	.632	.598	.785	.583	.793	.868	.719	.626	.626	.545	.448	.643	.881	.865	.987	.793	.231	.126	.001	.252	.344	.004	.420	.565	.167	.566	.247	.203	.001	.253	.479	.356	.436	X	.168	.261	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.475	.418	.531	.406	.283	1.0	.205	.137	.358	1.0	.121	.104	.894	.160	.805	.389	.089	.135	.089	X	X	X	X	X	.113	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
190	effnetv2m_custom384	.215	.287	.323		.715	.810	.860	.676	.640	.899	.939	.805	.852	.707	.831	.690	.599	.757	.810	.458	.955	.805	.673	.744	.603	.526	.526	.586	.453	.718	.943	.967	.954	.909	.254	.156		.311	.390		.487	.647	.227	.589	.281			.357	.551	.523	.534	X	.142	.590	.544	.788	.731	.448	.183	.621	.540	.558	.617	.410	.527	.416	.501	.489	.818	.452	.680	.475																														.205								.720	.991	.949	.295	.719	.515	.605	.662	.986	.603	.561	.784	.923	.898	.600	.850	.586	.720	.306	.256	.357
191	yudixie_resnet18_cat_obj_class_all_latents_0_240719	.214	.269	.340	.009	.772	.892	.996	.916	.943	.775	.905	.980	.730	.870	.671	.946	.993	.681	.778	.559	.683	.702	.553	.681	.425	.856	.856	.595	.509	.681	.954	.964	.957	.941	.238	.131	.002	.261	.347	.006	.414	.573	.165	.578	.258	.227	.001	.283	.485	.362	.447	X	.158	.270	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.506	.487	.525	.371	.094	.246	.226	.159	.236	.076	.361	.379	.569	.906	.643	.217	.572	.507	.083	X	X	X	X	X	.036	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
192	SWSL_resnext101_32x8d	.208	.269	.314		.701	.842	.883	.695	.696	.902	.987	.896	.836	.819	.801	.873	.782	.608	.789	.445	.597	.601	.756	.770	.742	.400	.400	.579	.476	.682	.904	.918	.971	.824	.241	.148		.295	.373		.511	.636	.157	.560	.243			.295	.492	.418	.494	X	.147	.514	.663	.891	.547	.546	.728	.715	.732	.551	.804	.380	.730	.511	.668	.368	.936	.699	.787	.675																														.193	.827	.137	.548	X																						X	X	X
193	SWSL_resnet50	.208	.276	.314		.697	.865	.884	.773	.741	.876	.995	.891	.896	.784	.762	.830	.759	.585	.665	.509	.637	.529	.765	.793	.736	.448	.448	.523	.426	.619	.913	.942	.979	.818	.244	.141		.281	.388		.524	.653	.184	.580	.261			.328	.509	.481	.506	X	.141	.560	.564	.766	.696	.390	.395	.647	.613	.638	.752	.154	.613	.419	.489	.370	.891	.461	.702	.599																														.048																										.239	.191	.288
194	yudixie_resnet50_distance_translation_rotation_0_240908	.208	.265	.344	.001	.756	.927	.995	.958	.953	.838	.874	.962	.910	.833	.653	.845	.999	.678	.797	.560	.663	.691	.514	.637	.392	.855	.855	.593	.493	.694	.891	.880	.985	.808	.275	.128	.003	.252	.352	.005	.430	.597	.158	.568	.235	.135	.000	.234	.477	.357	.443	X	.151	.157	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.542	.562	.521	.459	.313	.777	.875	.065	.524	.609	.099	.686	1.0	.667	.164	.121	.066	.460	.040	X	X	X	X	X	.008	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
195	CLIP_ViT-B_32	.207	.283	.320		.698	.780	.686	.693	.653	.882	.973	.713	.864	.604	.460	.646	.708	.733	.752	.538	.884	.759	.394	.306	.481	.812	.812	.679	.597	.761	.880	.862	.953	.826	.263	.166		.333	.376		.487	.620	.229	.545	.268			.362	.508	.498	.504	X	.131	.502	.546	.748	.708	.482	.854	.651	.622	.442	.605	.139	.496	.367	.287	.273	.840	.559	.628	.572																														X																										X	X	X
196	convnext_small_imagenet_10_seed-0	.206	.237	.368	.383	.659	.716	.718	.615	.695	.491	.918	.886	.692	.655	.741	.488	.735	.600	.905	.517	.270	.706	.433	.316	.550	.621	.621	.892	.862	.922	.699	.623	.901	.572	.061	.233	.438	.029	.095	.131	.069	.136	.042	.098	.250	.117	.927	.132	.208	.256	.109	X	.176	.009	.056	.030	.025	.091	.021	.084	.161	.091	.012	.073	.078	.083	.031	.007	.084	.025	.040	.022	.024	.030	.042	.000	.520	.555	.484	.537	.882	.279	.069	.706	.319	1.000	.327	.155	1.0	1.0	.406	.353	.108	.917	.114	.112	.104	.114	.105	.126	.034	.086	.007	.005	.007	.006	.003	.006		.096	.127	.079	.114	.069	.106	.116	.117	.096	.072	.101	.109	.075	.074	.125	.085	.072	.090	.321	.110	.532
197	resnet50_finetune_cutmix_e3_robust_linf8255_e0_247x234	.206	.302	.389		.774	.876	.895	.833	.784	.920	.955	.855	.891	.899	.811	.897	.989	.630	.671	.501	.728	.620	.682	.756	.609	.817	.817	.638	.569	.708	.873	.869	.990	.762	.394	.181		.362	.377		.477	.642	.201	.567	.260			.352	.484	.466	.518	X	.110	.549	.332	.419	.110	.316	.187	.698	.626	.574	.429	.093	.218	.219	.197	.400	.648	.142	.320	.049																														.308	.403	.150	.109	.119	.145	.228	.126	.452	.859	.346	.282	.131	.516	.511	.475	.893	.175	.338	.495	.412	.833	.394	.509	.263	.259	.410	.258	.563
198	CLIP_resnet50	.204	.273	.310		.691	.869	.925	.785	.756	.940	.949	.860	.871	.830	.755	.894	.841	.525	.575	.420	.608	.498	.789	.826	.752	.480	.480	.507	.391	.623	.836	.788	.967	.753	.239	.147		.295	.376		.487	.620	.203	.570	.258			.334	.507	.471	.496	X	.135	.511	.566	.739	.718	.371	.516	.513	.558	.415	.688	.550	.544	.404	.427	.404	.841	.666	.646	.627																														X																										X	X	X
199	CLIP_resnet50_float32	.204	.273	.310		.690	.869	.925	.788	.755	.942	.948	.858	.867	.829	.754	.895	.837	.526	.575	.420	.608	.500	.788	.825	.751	.479	.479	.505	.391	.618	.836	.789	.967	.753	.239	.147		.295	.376		.487	.620	.203	.570	.258			.334	.507	.471	.496	X	.135	.511	.566	.739	.718	.371	.516	.513	.558	.415	.688	.550	.544	.404	.427	.404	.841	.666	.646	.627																														X																										X	X	X
200	resnet-152_v2-tf	.203	.289	.330		.716	.926	.964	.949	.922	.837	.940	.948	.922	.723	.737	.874	.557	.628	.698	.610	.602	.600	.672	.746	.598	.612	.612	.538	.448	.628	.912	.951	.989	.797	.274	.163		.326	.388		.469	.635	.247	.591	.273			.370	.532	.478	.532	X	.118	.528	.417	.721	.709	.405	.107	.520	.602	.459	.504	.120	.285	.246	.335	.239	.647	.220	.588	.386																														.486	.778	.489	.491	.379	.515	.572	.264	.620	.981	.949	.255	.281	.506	.580	.556	.975	.494	.487	.641	.786	.745	.562	.682	.458	.595	.277	.217	.336
201	yudixie_resnet18_random_0_240719	.203	.267	.440	.258	.793	.784	.958	.610	.613	.877	.809	.835	.785	.849	.684	.924	.938	.613	.646	.512	.499	.796	.620	.697	.543	.774	.774	.948	.969	.927	.963	.962	.960	.967	.270	.188	.255	.120	.253	.169	.244	.356	.076	.418	.186	.027	.505	.144	.221	.237	.165	X	.139	.045	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.641	.820	.462	.399	1.0	.583	.718	.027	.146	.023	.050	.430	.288	.667	.643	.264	.426	.329	.023	X	X	X	X	X	.001	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
202	yudixie_resnet50_distance_rotation_0_240908	.202	.266	.346	.000	.763	.934	.991	.925	.932	.884	.930	.968	.911	.831	.686	.831	.976	.688	.766	.640	.694	.651	.517	.641	.394	.860	.860	.618	.506	.730	.895	.887	.993	.805	.274	.130	.001	.258	.351	.007	.429	.596	.156	.568	.237	.253	.002	.239	.418	.356	.395	X	.139	.186	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.492	.486	.498	.384	.232	.126	1.0	.191	.706	.304	.296	.311	.074	.906	.395	.110	.288	.443	.047	X	X	X	X	X	.002	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
203	pnasnet_large-tf	.202	.282	.341		.758	.823	.800	.757	.727	.847	.989	.809	.829	.770	.822	.767	.722	.730	.722	.604	.894	.702	.741	.746	.735	.700	.700	.570	.434	.705	.969	.975	.973	.959	.264	.153		.305	.383		.500	.623	.212	.578	.252			.325	.503	.410	.526	X	.122	.515	.460	.812	.617	.327	.106	.584	.577	.535	.682	.139	.338	.361	.295	.357	.810	.232	.579	.473																														.503	.829	.566	.555	.468	.601	.641	.316	.616	.989	.976	.195	.231	.463	.530	.521	.975	.494	.494	.644	.814	.776	.600	.681	.434	.654	.186	.152	.220
204	nasnet_large-tf	.200	.289	.358		.791	.888	.905	.896	.842	.814	.998	.820	.939	.865	.868	.922	.804	.667	.650	.774	.683	.560	.809	.828	.789	.761	.761	.589	.462	.716	.958	.945	.987	.942	.282	.146		.291	.378		.480	.627	.198	.585	.275			.370	.532	.483	.541	X	.111	.470	.415	.788	.688	.266	.115	.499	.520	.443	.708	.071	.305	.209	.248	.325	.706	.160	.583	.418																														.513	.827	.566	.570	.448	.606	.638	.324	.631	.991	.975	.228	.263	.481	.550	.535	.991	.492	.530	.678	.864	.779	.575	.681	.464	.649	.218	.184	.252
205	resnet-50_v2-tf	.198	.291	.337		.740	.857	.898	.786	.724	.919	.966	.855	.853	.694	.740	.763	.579	.714	.695	.477	.935	.750	.929	.939	.919	.615	.615	.523	.407	.638	.848	.845	.940	.760	.270	.161		.323	.391		.482	.644	.233	.596	.277			.378	.536	.503	.520	X	.104	.531	.304	.587	.563	.292	.098	.378	.416	.343	.449	.007	.202	.158	.155	.156	.491	.145	.439	.284																														.451	.756	.435	.408	.321	.472	.538	.225	.600	.972	.944	.235	.244	.504	.559	.550	.970	.495	.449	.627	.780	.694	.550	.651	.427	.554	.236	.192	.280
206	nasnet_large	.197	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.394	.491	.462	.769	.598	.332	.115	.505	.534	.490	.780	.149	.396	.308	.363	.344	.750	.221	.646	.555	.361	.111	.972	.000	.613	.513	.713	.553	.484	.883	.276	.730	.794	1.0	.486	.047	.261	.312	.164	1.0	.882	.417	.113	.179	.146	.269	.210	.093	.383	.382	.792	.288	.532	X	X	.619		.618	.991	.963	.225	.250	.454	.522	.504	.989	.522	.536	.672	.841	.795	.525	.672	.438	.616	.212	.182	.242
207	resnet-152_v1-tf	.197	.300	.349		.766	.824	.876	.745	.716	.943	.897	.865	.722	.793	.783	.834	.763	.781	.786	.576	.854	.908	.840	.851	.829	.589	.589	.581	.450	.712	.952	.968	.968	.920	.282	.169		.338	.399		.502	.646	.247	.598	.284			.354	.549	.529	.553	X	.094	.533	.219	.373	.182	.196	.068	.459	.455	.364	.409	.015	.138	.023	.094	.114	.492	.107	.195	.045																														.444	.768	.441	.385	.391	.474	.514	.231	.584	.973	.853	.197	.244	.529	.581	.627	.955	.322	.471	.633	.738	.698	.544	.626	.431	.505	.198	.156	.241
208	resnet50_linf_4_robust	.197	.306	.370		.766	.834	.813	.800	.756	.827	.973	.811	.857	.885	.935	.727	.995	.632	.699	.531	.729	.570	.790	.842	.737	.735	.735	.559	.445	.674	.924	.960	.992	.821	.344	.186		.373	.389		.503	.648	.204	.591	.279			.369	.524	.514	.549	X	.087	.508	.189	.268	.119	.175	.055	.459	.358	.368	.136	.079	.110	.100	.182	.085	.421	.056	.195	.050																														.108																										.542	.427	.656
209	resnet101	.197	.281	.318		.702	.899	.985	.878	.887	.787	.972	.849	.932	.831	.558	.945	.989	.602	.621	.465	.742	.582	.484	.579	.390	.626	.626	.597	.471	.723	.875	.917	.921	.788	.251	.155		.309	.382		.502	.633	.180	.593	.271			.341	.521	.517	.519	X	.112	.517	.380	.675	.399	.316	.116	.629	.451	.517	.580	.075	.313	.273	.287	.255	.628	.191	.417	.340																														.185	.744	.178	.337	.377	X																					X	X	X
210	yudixie_resnet18_distance_translation_rotation_0_240719	.196	.256	.332	.000	.754	.873	.981	.864	.843	.789	.771	.924	.938	.770	.583	.814	.912	.656	.758	.529	.678	.658	.593	.777	.409	.829	.829	.633	.519	.748	.924	.949	.960	.863	.242	.129	.002	.256	.337	.000	.380	.559	.181	.566	.224	.254	.019	.190	.425	.267	.414	X	.137	.137	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.403	.323	.482	.476	.631	.728	.372	.819	.358	.225	.486	.343	.177	.230	.529	.845	.261	.657	.056	X	X	X	X	X	.023	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
211	densenet-201-keras	.196	.291	.329		.710	.852	.892	.893	.821	.720	.923	.892	.823	.696	.854	.590	.643	.661	.783	.366	.797	.695	.591	.664	.518	.741	.741	.630	.517	.743	.799	.757	.943	.698	.277	.162		.325	.390		.473	.655	.224	.599	.283			.398	.547	.494	.545	X	.101	.537	.271	.479	.302	.233	.113	.448	.423	.353	.362	.078	.197	.165	.112	.181	.409	.118	.365	.272																														.464	.772	.447	.369	.381	.516	.520	.263	.621	.978	.932	.212	.381	.527	.558	.556	.957	.556	.484	.691	.832	.729	.512	.677	.419	.561	.215	.170	.260
212	antialiased-rnext101_32x8d	.196	.290	.315		.697	.824	.780	.717	.705	.950	.974	.803	.837	.743	.703	.914	.613	.666	.600	.493	.803	.769	.684	.625	.742	.506	.506	.515	.369	.662	.944	.969	.988	.875	.248	.167		.335	.397		.512	.654	.221	.602	.282	X		.378	.548	.494	.554	X	.101	.502	.310	.528	.347	.240	.084	.436	.469	.437	.511	.022	.268	.137	.149	.225	.648	.139	.358	.279	X	X	X		X	X	X																X	X	X	X	X	X	X	.332	.757	.094	.375	X	X	X	X	.601	.989	.899	.200	.319	.535	.541	.569	.964	.381	.497	.633	.798	.709	.556	.670	.440	.514	.206	.158	.254
213	resnet-101_v1-tf	.195	.295	.328		.719	.829	.838	.771	.704	.898	.972	.785	.832	.710	.752	.795	.584	.687	.655	.440	.829	.823	.815	.772	.857	.567	.567	.490	.331	.649	.934	.934	.935	.934	.266	.170		.341	.395		.506	.648	.229	.590	.287			.390	.548	.520	.549	X	.096	.561	.205	.432	.216	.189	.092	.363	.285	.292	.359	.004	.155	.094	.076	.149	.450	.084	.197	.041																														.435	.764	.427	.369	.379	.458	.501	.226	.567	.975	.844	.198	.169	.514	.562	.579	.957	.400	.434	.605	.709	.685	.506	.614	.399	.486	.194	.158	.230
214	yudixie_resnet18_distance_rotation_0_240719	.195	.252	.338	.001	.763	.892	.999	.882	.886	.746	.822	.954	.950	.779	.552	.867	.919	.675	.821	.498	.656	.726	.583	.751	.414	.860	.860	.626	.508	.744	.929	.949	.978	.859	.249	.116	.002	.230	.331	.000	.392	.545	.157	.560	.222	.262	.033	.178	.422	.277	.386	X	.139	.144	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.439	.337	.541	.465	.571	.601	.138	.335	.952	.409	.099	.418	.667	.818	.888	.291	.120	.209	.055	X	X	X	X	X	.007	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
215	resnet50	.194	.289	.340		.747	.881	.877	.822	.807	.880	.996	.907	.874	.796	.764	.858	.767	.640	.770	.502	.663	.625	.780	.823	.738	.606	.606	.591	.462	.721	.938	.948	.971	.894	.271	.143		.287	.402		.527	.662	.206	.614	.273			.360	.524	.517	.510	X	.099	.484	.305	.631	.345	.233	.077	.344	.363	.346	.475	.040	.251	.170	.185	.206	.773	.135	.362	.244																														.378	.729	.370	.283	.330	.430	.437	.243	.547	.964	.771	.192	.212	.485	.531	.529	.950	.352	.446	.613	.711	.690	.450	.625	.359	.427	X	X	X
216	inception_v3-tf	.194	.283	.330		.750	.906	.945	.912	.850	.881	.984	.856	.911	.754	.720	.855	.688	.661	.809	.383	.749	.703	.861	.970	.752	.710	.710	.515	.438	.592	.845	.883	.950	.703	.241	.153		.307	.385		.476	.627	.227	.596	.263			.351	.522	.423	.545	X	.104	.477	.356	.657	.511	.311	.140	.377	.375	.395	.519	.135	.299	.251	.237	.264	.663	.172	.391	.348																														.464	.780	.464	.442	.351	.504	.557	.250	.600	.986	.948	.220	.263	.495	.539	.585	.971	.497	.449	.616	.807	.713	.500	.632	.444	.542	.225	.180	.270
217	resnet50_random_l2_perturb	.193	.287	.326		.715	.870	.901	.810	.780	.905	.969	.873	.853	.778	.764	.849	.721	.613	.740	.493	.623	.596	.743	.761	.725	.540	.540	.554	.437	.671	.907	.943	.985	.794	.264	.150		.300	.396		.526	.652	.200	.601	.275			.358	.524	.533	.512	X	.100	.515	.284	.617	.274	.220	.098	.371	.371	.286	.497	.077	.126	.159	.227	.223	.535	.161	.351	.245																														.035																										.173	.138	.207
218	densenet-169-keras	.193	.289	.329		.707	.773	.821	.687	.652	.797	.931	.715	.810	.834	.796	.874	.831	.642	.754	.403	.680	.731	.628	.678	.578	.643	.643	.561	.451	.670	.870	.927	.907	.777	.281	.161		.322	.396		.484	.663	.231	.601	.271			.331	.540	.482	.548	X	.097	.543	.232	.448	.324	.149	.090	.274	.311	.297	.335	.116	.203	.120	.094	.131	.531	.124	.262	.143																														.452	.759	.440	.381	.362	.511	.507	.249	.613	.975	.945	.205	.325	.515	.552	.571	.954	.544	.469	.653	.823	.719	.525	.656	.426	.560	.196	.160	.232
219	resnet50_l2_3_robust	.193	.310	.383		.775	.846	.835	.825	.792	.805	.967	.794	.907	.853	.897	.667	.996	.632	.739	.545	.649	.597	.818	.870	.767	.788	.788	.615	.520	.710	.871	.865	.986	.761	.375	.192		.384	.383		.496	.641	.189	.591	.282			.375	.522	.532	.542	X	.076	.475	.133	.146	.121	.155	.055	.272	.266	.273	.065	.056	.110	.060	.095	.073	.297	.045	.121	.046																														.407	.568	.291	.256	.289	.252	.369	.095	.508	.889	.281	.467	.306	.603	.512	.552	.823	.248	.431	.592	.570	.518	.575	.601	.399	.273	.571	.439	.704
220	resnet-50_v1-tf	.192	.295	.341		.748	.919	.928	.909	.861	.926	.964	.919	.923	.829	.706	.898	.883	.645	.724	.570	.695	.593	.789	.845	.733	.589	.589	.545	.452	.639	.921	.950	.975	.838	.274	.158		.317	.390		.495	.650	.208	.594	.291			.406	.545	.530	.555	X	.090	.526	.195	.395	.182	.180	.039	.359	.317	.316	.267	.022	.167	.066	.107	.118	.474	.067	.233	.000																														.414	.752	.386	.302	.339	.429	.472	.205	.557	.977	.811	.178	.175	.544	.537	.588	.946	.300	.422	.614	.720	.692	.531	.599	.378	.463	.170	.137	.203
221	densenet-121-keras	.192	.287	.331		.716	.768	.845	.703	.692	.737	.934	.720	.743	.692	.712	.724	.641	.725	.770	.519	.821	.789	.672	.733	.611	.630	.630	.645	.531	.758	.884	.917	.980	.755	.277	.153		.306	.392		.492	.662	.214	.595	.271			.366	.530	.468	.533	X	.098	.535	.248	.448	.317	.213	.104	.346	.320	.357	.346	.015	.214	.081	.147	.164	.510	.147	.319	.173																														.358	.745	.293	.341	.349	.482	X		.576	.969	.880	.190	.244	.510	.506	.500	.961	.525	.453	.645	.775	.693	.419	.630	.381	.506	.175	.144	.206
222	resnet50_random_linf8_perturb	.192	.290	.333		.734	.875	.900	.838	.795	.876	.992	.825	.900	.784	.732	.877	.743	.628	.721	.484	.701	.607	.718	.756	.679	.640	.640	.546	.434	.659	.946	.970	.986	.883	.264	.151		.303	.395		.511	.653	.208	.605	.279			.368	.533	.536	.519	X	.095	.515	.245	.427	.017	.177	.114	.393	.405	.319	.326	.024	.140	.151	.260	.152	.737	.136	.262	.122																														.046																										.230	.174	.285
223	inception_v4	.192	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.384	.539	.424	.685	.623	.254	.182	.519	.482	.469	.738	.139	.400	.312	.323	.266	.718	.212	.488	.404	.264	.590	.201	.000	.597	.546	.648	.555	.975	1.0	.358	.065	.952	1.000	.067	.950	.028	.961	.583	.428	.098	.310	.110	.214	.156	.238	.325	.137	.372	.393	.761	.386	.456	X	.529	.560		.603	.981	.946	.212	.306	.434	.531	.527	.973	.541	.494	.628	.807	.767	.487	.660	.386	.578	.215	.172	.258
224	vonegrcnn_62e_nobn	.192	.293	.327		.692	.906	.990	.840	.958	.879	.963	.757	.955	.843	.925	.749	.856	.560	.692	.808	.224	.515	.227	.140	.314	.728	.728	.824	.764	.885	.755	.623	.976	.667	.288	.157		.315	.390		.492	.646	.226	.584	.297			.420	.556	.538	.566	X	.091	.515	.213	.293	.120	.127	.077	.527	.359	.334	.252	.053	.130	.114	.088	.085	.584	.064	.232	.183																														.427	.702	.402	.344	.355	.418	.493	.216	.549	.969	.666	.223	.181	.542	.555	.548	.938	.253	.445	.583	.707	.671	.575	.595	.410	.468	.264	.192	.336
225	yudixie_resnet50_distance_reg_0_240908	.191	.259	.338	.001	.736	.922	.999	.924	.901	.861	.936	.942	.888	.797	.669	.792	.929	.667	.791	.491	.714	.671	.493	.591	.394	.818	.818	.618	.501	.735	.840	.795	.976	.749	.277	.129	.003	.255	.346	.008	.414	.597	.150	.560	.222	.083	.016	.267	.452	.364	.371	X	.124	.116	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.365	.280	.450	.477	1.0	.496	.125	.524	.483	.757	.361	.209	.736	.230	.529	.573	.055	.595	.035	X	X	X	X	X	.000	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
226	yudixie_resnet18_translation_rotation_0_240719	.191	.255	.342	.007	.783	.916	1.000	.946	.911	.843	.941	.931	.838	.819	.635	.859	.965	.717	.824	.578	.710	.758	.589	.760	.417	.806	.806	.690	.594	.787	.941	.968	.972	.881	.235	.127	.003	.251	.327	.003	.372	.549	.154	.558	.225	.264	.009	.173	.434	.294	.401	X	.127	.082	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.519	.508	.531	.388	.631	.338	.337	.036	1.0	.225	.121	.231	.349	1.0	.709	.082	.098	.270	.028	X	X	X	X	X	.002	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
227	yudixie_resnet50_rotation_reg_0_240908	.191	.277	.369	.077	.744	.951	.997	.984	.974	.830	.978	.987	.909	.868	.701	.905	.997	.694	.752	.571	.737	.717	.532	.667	.396	.665	.665	.649	.541	.756	.849	.831	.969	.748	.287	.174	.073	.275	.339	.003	.406	.573	.146	.568	.227	.173	.001	.216	.447	.343	.408	X	.105	.061	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.367	.232	.502	.394	.283	.728	.875	.819	.319	.185	.121	.430	.195	.346	.358	.147	.215	.489	.013	X	X	X	X	X	.007	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
228	inception_v4-tf	.191	.271	.322		.727	.878	.865	.843	.804	.892	.996	.831	.913	.790	.825	.777	.769	.625	.709	.522	.697	.572	.724	.780	.669	.624	.624	.547	.440	.655	.899	.953	.974	.769	.238	.149		.299	.372		.480	.608	.198	.574	.242			.279	.510	.381	.526	X	.111	.537	.351	.591	.606	.210	.148	.443	.423	.445	.547	.089	.295	.214	.209	.204	.658	.153	.411	.330																														.491	.802	.509	.499	.406	.546	.584	.291	.620	.986	.958	.227	.338	.464	.545	.569	.982	.527	.472	.639	.830	.766	.531	.680	.399	.627	.232	.185	.278
229	yudixie_resnet18_distance_translation_0_240719	.191	.256	.340	.018	.760	.897	.982	.871	.826	.771	.921	.973	.936	.806	.650	.803	.966	.673	.797	.516	.702	.677	.582	.747	.417	.810	.810	.616	.505	.727	.933	.951	.935	.913	.241	.129	.005	.254	.330	.009	.382	.534	.175	.550	.223	.270	.001	.207	.414	.272	.399	X	.126	.046	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.411	.302	.521	.473	.484	.152	.502	.159	.261	1.0	.163	.390	.691	.113	.862	1.0	.630	.222	.046	X	X	X	X	X	.033	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
230	yudixie_resnet50_translation_rotation_0_240908	.191	.269	.345	.000	.762	.930	.995	.935	.928	.811	.922	.988	.932	.876	.710	.970	.947	.691	.818	.576	.670	.701	.510	.626	.395	.801	.801	.666	.561	.770	.861	.828	.979	.776	.273	.128	.001	.255	.351	.003	.429	.597	.163	.563	.251	.223	.000	.261	.473	.363	.435	X	.113	.095	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.408	.341	.476	.357	.108	.167	.358	.036	.389	.225	.017	.171	.306	.576	.448	1.0	.973	.222	.024	X	X	X	X	X	.017	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
231	vonegrcnn_52e_full	.191	.291	.328		.675	.808	.781	.623	.693	.937	.968	.943	.714	.932	.917	.938	.939	.629	.784	.872	.309	.550	.248	.162	.334	.556	.556	.806	.752	.860	.747	.640	.951	.650	.309	.152		.304	.388		.491	.645	.228	.576	.297			.416	.559	.538	.569	X	.090	.518	.199	.236	.171	.153	.070	.435	.351	.352	.215	.052	.139	.110	.070	.079	.524	.073	.229	.125																														.421	.703	.397	.338	.351	.413	.488	.215	.538	.959	.662	.226	.169	.526	.548	.523	.934	.261	.432	.573	.686	.661	.550	.598	.407	.435	.254	.188	.320
232	vonegrcnn_47e	.189	.289	.331		.676	.814	.823	.604	.718	.935	.976	.934	.705	.933	.908	.977	.916	.630	.747	.855	.326	.591	.258	.159	.358	.556	.556	.784	.712	.856	.753	.638	.943	.679	.318	.155		.311	.390		.490	.645	.233	.580	.281			.377	.539	.518	.529	X	.089	.517	.198	.284	.096	.121	.076	.456	.354	.327	.228	.043	.141	.147	.065	.081	.500	.063	.202	.174																														.421	.699	.401	.344	.352	.419	.489	.211	.545	.969	.649	.228	.188	.539	.556	.550	.932	.245	.441	.589	.730	.660	.544	.600	.403	.440	.251	.184	.318
233	inception_v2-tf	.189	.289	.346		.755	.865	.911	.843	.766	.878	.982	.768	.905	.853	.695	.919	.944	.651	.734	.407	.762	.700	.779	.877	.681	.719	.719	.531	.422	.640	.887	.936	.965	.761	.284	.157		.313	.390		.497	.639	.227	.587	.263			.332	.527	.442	.539	X	.089	.505	.210	.344	.265	.160	.085	.309	.294	.302	.262	.022	.124	.123	.145	.149	.520	.088	.270	.112																														.446	.739	.432	.388	.331	.479	.530	.234	.593	.978	.915	.220	.188	.521	.552	.550	.950	.422	.474	.650	.804	.695	.550	.641	.401	.575	.232	.181	.283
234	CLIP-RN50	.189	.284	.329		.723	.890	.935	.840	.811	.922	.965	.882	.879	.819	.703	.828	.925	.655	.755	.378	.775	.711	.726	.763	.689	.514	.514	.578	.471	.685	.882	.901	.942	.804	.263	.153		.306	.387		.498	.632	.216	.588	.267			.375	.522	.459	.515	X	.093	.225	.522	.769	.631	.317	.608	.409	.477	.464	.754	.422	.419	.331	.315	.367	.908	.630	.511	.537																														.362	.526	.238	.151	.204	.317	.278	.293	.578	.908	.839	.184	.481	.376	.447	.467	.896	.692	.379	.627	.696	.725	.481	.824	.340	.471	.177	.142	.211
235	CORnet-S	.189	.288	.332		.702	.870	.999	.806	.816	.667	.962	.933	.905	.774	.570	.912	.839	.658	.807	.341	.723	.762	.487	.585	.389	.602	.602	.715	.656	.773	.809	.796	.894	.738	.294	.109		.218	.388		.490	.634	.236	.581	.324			.388	.534	.501	.541	.305	.089	.545	.166	.314	.052	.175	.091	.297	.304	.276	.292	.051	.097	.051	.052	.094	.353	.078	.236	.005																														.391	.692	.347	.237	.321	.402	.426	.213	.546	.972	.762	.177	.250	.529	.539	.540	.912	.372	.422	.620	.707	.655	.463	.600	.366	.394	.156	.130	.181
236	yudixie_resnet50_translation_reg_0_240908	.188	.264	.345	.004	.754	.901	.992	.892	.876	.732	.951	.952	.911	.811	.602	.886	.945	.665	.802	.490	.685	.684	.548	.701	.394	.857	.857	.640	.549	.731	.856	.817	.984	.765	.278	.136	.001	.270	.354	.004	.425	.607	.158	.574	.221	.129	.002	.227	.442	.343	.406	X	.111	-0.002	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.411	.324	.498	.455	.172	.270	.069	.009	.266	.034	.974	1.0	.839	1.0	.583	.389	.089	.682	.003	X	X	X	X	X	.023	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
237	mobilenet_v2_1.4_224-tf	.187	.289	.333		.741	.879	.984	.811	.755	.915	.848	.927	.915	.684	.620	.773	.660	.737	.861	.404	.776	.908	.519	.648	.389	.792	.792	.710	.617	.802	.865	.926	.923	.747	.257	.160		.321	.377		.471	.619	.227	.566	.286			.402	.545	.501	.554	X	.085	.500	.179	.363	.050	.189	.076	.208	.296	.272	.336	.019	.133	.006	.020	.153	.534	.098	.288	.008																														.405	.750	.362	.262	.320	.420	.444	.221	.546	.969	.796	.162	.331	.484	.528	.525	.943	.353	.410	.608	.682	.684	.412	.599	.383	.414	.147	.119	.175
238	resnet50_finetune_cutmix_AVGe2e3_robust_linf8255_e0_247x234	.184	.301	.389		.774	.876	.895	.833	.785	.921	.954	.855	.892	.899	.812	.896	.987	.631	.667	.501	.731	.624	.682	.755	.609	.818	.818	.638	.568	.709	.872	.867	.990	.759	.394	.180		.360	.371		.442	.630	.207	.577	.263			.366	.486	.473	.515	X	.067	.536																																																.221	.413	.157	.113	.127	.152	.236	.125																			.410	.257	.564
239	mobilenet_v2_1.0_224-tf	.184	.285	.321		.718	.895	.995	.951	.893	.876	.852	.830	.871	.699	.592	.714	.791	.709	.783	.358	.851	.844	.526	.663	.389	.776	.776	.683	.583	.783	.735	.685	.881	.640	.245	.166		.331	.373		.469	.609	.216	.573	.280			.390	.534	.492	.546	X	.083	.521	.141	.168	.070	.153	.069	.194	.180	.251	.225	.050	.135	.047	.047	.130	.360	.072	.201	.046																														.382	.718	.287	.166	.248	.377	.358	.209	.528	.966	.733	.177	.300	.455	.520	.519	.943	.331	.364	.588	.664	.655	.450	.595	.385	.326	.168	.133	.203
240	vgg-16-keras	.184	.294	.358		.720	.890	.948	.916	.874	.778	.984	.895	.836	.901	.857	.859	.987	.678	.686	.450	.918	.658	.692	.792	.592	.535	.535	.468	.376	.559	.877	.873	.973	.785	.355	.168		.336	.388		.451	.646	.222	.620	.263			.354	.514	.452	.518	X	.073	.461	.124	.211	.155	.146	.062	.197	.204	.130	.155	.066	.097	.052	.047	.084	.298	.063	.102	.045																														.345	.715	.341	.267	.275	.393	.428		.540	.969	.863	.157	.237	.459	.486	.492	.923	.486	.379	.580	.661	.655	.475	.583	.306	.464	.132	.109	.155
241	resnet50_byol	.183	.271	.325		.754	.914	.935	.892	.868	.903	.965	.934	.901	.853	.828	.870	.862	.627	.798	.568	.535	.606	.803	.865	.740	.557	.557	.614	.523	.705	.909	.926	.990	.809	.221	.143		.285	.365		.489	.612	.163	.560	.252			.328	.494	.445	.494	X	.096	.511	.255	.521	.367	.254	.133	.251	.337	.255	.407	.073	.274	.050	.134	.144	.465	.118	.314	.231																														.102		.311	.269	.234	.351	.392																				.197	.124	.270
242	mobilenet_v2_1.3_224-tf	.183	.286	.315		.690	.931	.986	.893	.930	.909	.935	.942	.925	.592	.740	.399	.636	.696	.867	.403	.753	.762	.563	.701	.426	.838	.838	.440	.372	.508	.770	.711	.894	.704	.253	.166		.332	.381		.473	.625	.233	.575	.281			.371	.546	.506	.543	X	.080	.500	.142	.343	.019	.152	.055	.206	.198	.240	.295	.035	.091	.028	.003	.109	.358	.090	.176	.010																														.397	.744	.345	.253	.305	.399	.421	.207	.542	.969	.706	.156	.362	.475	.527	.535	.939	.316	.421	.597	.679	.690	.494	.571	.370	.407	.144	.113	.175
243	vgg-19-keras	.183	.291	.361		.735	.843	.873	.818	.810	.776	.963	.889	.774	.834	.901	.617	.985	.721	.928	.313	.803	.839	.623	.712	.534	.801	.801	.483	.393	.573	.836	.788	.944	.777	.347	.171		.341	.376		.433	.615	.224	.610	.256			.360	.504	.433	.496	X	.075	.494	.104	.188	.114	.127	.055	.179	.136	.151	.107	.072	.111	.069	.053	.057	.081	.040	.134	.091																														.384	.711	.345	.253	.287	.403	.439	.155	.556	.969	.871	.172	.244	.482	.494	.483	.927	.536	.398	.602	.691	.655	.481	.610	.371	.469	.154	.128	.180
244	inception_v1-tf	.183	.278	.293		.619	.757	.986	.600	.610	.745	.894	.708	.759	.722	.466	.785	.916	.638	.711	.376	.826	.639	.216	.276	.156	.404	.404	.778	.943	.613	.819	.884	.795	.778	.259	.155		.311	.391		.488	.649	.231	.589	.275			.413	.523	.498	.488	X	.087	.518	.178	.288	.242	.154	.091	.223	.289	.250	.296	.030	.144	.069	.078	.098	.362	.073	.266	.067																														.408	.698	.372	.316	.274	.429	.470	.191	.578	.955	.859	.215	.250	.520	.533	.554	.925	.461	.410	.653	.766	.662	.519	.626	.395	.524	.200	.172	.228
245	resnet-101_v2-tf	.182	.295	.343		.756	.827	.827	.790	.732	.830	.960	.783	.866	.691	.779	.674	.620	.729	.661	.545	.977	.731	.966	.984	.948	.699	.699	.474	.354	.594	.907	.921	.992	.808	.274	.166		.332	.392		.479	.632	.248	.599	.279			.383	.539	.503	.527	X	.069	.555																																																.473	.774	.468	.462	.354	.495	.561	.251	.625	.980	.948	.242	.281	.515	.577	.602	.963	.533	.505	.680	.812	.733	.544	.652	.466	.599	.248	.203	.293
246	yudixie_resnet18_translation_reg_0_240719	.182	.250	.332	.004	.743	.922	1.000	.966	.938	.801	.916	.987	.849	.748	.586	.739	.919	.619	.711	.509	.672	.582	.590	.755	.426	.803	.803	.589	.469	.708	.929	.950	.974	.863	.248	.123	.000	.246	.329	.001	.370	.545	.172	.558	.215	.247	.023	.150	.417	.268	.400	X	.114	.032	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.405	.326	.484	.455	.722	.481	.554	.017	.159	.551	.327	.095	.691	.470	.294	.845	.725	.443	.009	X	X	X	X	X	.009	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
247	resnet50_moco_v2	.182	.275	.314		.696	.790	.782	.658	.624	.894	.954	.826	.794	.756	.797	.834	.637	.705	.638	.511	.909	.764	.735	.708	.762	.409	.409	.542	.407	.678	.937	.956	.990	.864	.246	.144		.288	.377		.496	.631	.178	.580	.267			.358	.523	.453	.536	X	.088	.469	.235	.504	.400	.191	.063	.256	.364	.282	.495	.041	.232	.108	.094	.105	.285	.088	.272	.209																														.373	.622	.299	.260	.206	.343	.387	.159	.557	.975	.900	.203	.231	.487	.520	.512	.943	.491	.431	.572	.696	.691	.431	.529	.346	.501	.230	.165	.296
248	yudixie_resnet50_distance_translation_0_240908	.181	.269	.346	.000	.769	.916	.998	.912	.892	.781	.927	.959	.945	.834	.680	.855	.967	.681	.785	.536	.704	.699	.526	.660	.392	.846	.846	.663	.558	.768	.916	.912	.989	.849	.269	.137	.003	.271	.354	.007	.427	.600	.159	.578	.239	.180	.001	.237	.471	.344	.437	X	.093	.027	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.457	.365	.549	.221	.256	.298	.205	.041	.430	.310	.037	.281	.237	.230	.242	.082	.073	.377	.040	X	X	X	X	X	.000	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
249	resnet50_linf_8_robust	.181	.289	.381		.778	.857	.828	.817	.787	.870	.987	.839	.871	.838	.923	.596	.994	.658	.751	.607	.679	.597	.769	.792	.746	.783	.783	.627	.558	.697	.915	.953	.974	.818	.365	.148		.297	.362		.478	.598	.183	.553	.265			.349	.487	.521	.496	X	.073	.452	.130	.104	.116	.173	.055	.287	.195	.257	.064	.089	.107	.073	.119	.061	.349	.042	.094	.026																														.368	.463	.226	.210	.211	.187	.297	.070	.465	.812	.172	.505	.325	.557	.470	.485	.771	.241	.349	.564	.536	.440	.537	.595	.388	.158	.616	.482	.750
250	mobilenet_v2_0.75_192-tf	.181	.287	.343		.783	.863	.986	.830	.757	.880	.724	.991	.873	.738	.719	.776	.720	.731	.854	.457	.770	.841	.673	.841	.505	.803	.803	.809	.762	.855	.866	.925	.958	.716	.245	.153		.306	.371		.431	.611	.238	.573	.281			.363	.538	.513	.550	X	.075	.524	.072	.072	.013	.090	.055	.111	.124	.090	.100	.019	.095	.001	.002	.064	.231	.049	.064	.048																														.375	.687	.279	.186	.229	.340	.360	.165	.526	.941	.651	.212	.369	.529	.500	.492	.905	.358	.360	.575	.641	.626	.438	.557	.422	.369	.219	.173	.266
251	briaai_rmbg_1_4	.180	.250	.324	.000	.678	.871	.927	.941	.926	.731	.833	.923	.819	.741	.560	.738	.925	.528	.585	.548	.472	.509	.601	.641	.562	.490	.490	.619	.572	.665	.892	.915	.989	.772	.293	.164	.016	.312	.259	.007	.291	.409	.136	.452	.254	.139	.142	.294	.398	.431	.372	X	.111	.041	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.380	.437	.323	.415	.591	.777	.825	.118	.060	.370	.041	.311	.061	1.0	.334	.389	.103	.831	.045	X	X	X	X	X	.005	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
252	resnet_152_v1	.180	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.359	.542	.319	.624	.246	.255	.060	.470	.524	.433	.546	.031	.270	.210	.260	.236	.445	.131	.456	.231	.157	.470	.000	.000	.573	.500	.646	.444	.571	.138	.161	.288	.719	.409	.060	.950	.177	.102	.583	.353	.725	.975	.307	.162	.166	.186	.168	.126	.371	.396	.749	.445	.360	.412	.499	.507		.584	.980	.829	.207	.206	.526	.570	.550	.954	.294	.477	.656	.793	.729	.562	.667	.416	.516	.204	.163	.245
253	yudixie_resnet18_distance_reg_0_240719	.180	.249	.335	.001	.766	.845	.997	.742	.715	.676	.849	.976	.961	.866	.740	.890	.968	.677	.828	.564	.611	.707	.597	.796	.399	.817	.817	.623	.513	.734	.933	.986	.882	.931	.237	.113	.003	.223	.330	.000	.379	.548	.169	.555	.219	.278	.060	.171	.402	.255	.366	X	.110	.129	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.318	.167	.470	.358	.155	.104	.337	.102	.236	.820	.074	.706	.425	.443	.448	.068	.288	.800	.070	X	X	X	X	X	.006	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
254	texture_shape_resnet50_trained_on_SIN	.179	.289	.347		.759	.840	.871	.791	.769	.861	.950	.852	.786	.874	.737	.900	.984	.678	.864	.475	.636	.738	.841	.914	.768	.555	.555	.625	.511	.739	.903	.945	.967	.796	.283	.158		.317	.385		.512	.636	.185	.592	.263			.361	.515	.475	.493	X	.070	.415	.148	.182	.122	.202	.092	.286	.178	.295	.119	.033	.071	.067	.044	.064	.358	.042	.321	.036																														X																										X	X	X
255	mobilenet_v2_0.75_224-tf	.179	.281	.307		.684	.619	.643	.490	.397	.834	.697	.437	.838	.747	.815	.626	.799	.595	.664	.336	.580	.800	.908	.847	.968	.630	.630	.601	.528	.675	.685	.723	.940	.393	.236	.158		.316	.383		.472	.618	.239	.586	.276			.352	.543	.502	.535	X	.078	.533	.090	.159	.014	.132	.063	.058	.114	.090	.212	.036	.069	.006	.023	.067	.266	.056	.111	.047																														.368	.698	.266	.152	.231	.355	.326	.187	.518	.939	.640	.180	.362	.472	.483	.483	.918	.400	.361	.556	.627	.633	.456	.573	.416	.314	.170	.138	.202
256	mobilenet_v2_1.0_192-tf	.179	.279	.300		.685	.850	.986	.754	.730	.833	.948	.844	.855	.732	.675	.868	.653	.531	.503	.263	.672	.687	.960	.968	.953	.552	.552	.436	.293	.579	.735	.654	.872	.679	.216	.161		.322	.375		.439	.614	.252	.572	.278			.349	.549	.500	.547	X	.078	.503	.124	.161	.056	.125	.034	.318	.189	.252	.187	.034	.085	.040	.017	.069	.384	.062	.098	.004																														.390	.707	.302	.217	.240	.366	.386	.176	.536	.967	.705	.221	.306	.520	.512	.519	.936	.325	.389	.584	.637	.629	.456	.580	.422	.404	.230	.182	.278
257	grcnn_robust_v1	.178	.286	.339		.744	.893	.919	.921	.887	.821	.958	.861	.883	.878	.792	.888	.954	.669	.772	.528	.680	.696	.600	.704	.497	.663	.663	.587	.489	.685	.915	.957	.975	.812	.274	.151		.303	.385		.469	.617	.246	.595	.267			.382	.531	.487	.469	X	.069	.554
258	mobilenet_v2_0.5_224-tf	.177	.281	.328		.756	.760	.986	.597	.582	.872	.803	.812	.670	.802	.812	.900	.694	.644	.708	.418	.653	.798	.881	.938	.824	.718	.718	.585	.480	.690	.900	.947	.864	.888	.229	.154		.308	.369		.456	.601	.217	.569	.271			.328	.534	.504	.533	X	.074	.488	.103	.150	.152	.153	.055	.156	.143	.080	.145	.018	.084	.003	.014	.055	.336	.051	.090	.056																														.347	.654	.231	.105	.207	.315	.297	.154	.496	.923	.647	.205	.369	.489	.473	.471	.896	.386	.346	.503	.548	.602	.431	.520	.360	.258	.198	.161	.236
259	konkle_alexnetgn_ipcl_ref12_supervised_ipcl_aug	.177	.286	.321		.641	.899	.873	.900	.885	.913	.947	.894	.881	.803	.749	.789	.873	.530	.481	.622	.596	.422	.742	.730	.753	.309	.309	.422	.399	.445	.783	.820	.957	.571	.322	.164		.327	.374		.458	.638	.192	.582	.287			.406	.553	.503	.545	X	.067	.370	.169	.311	.328	.181	.099	.264	.294	.244	.238	.073	.049	.091	.127	.073	.228	.046	.096	.136
260	mobilenet_v2_1.0_160-tf	.177	.279	.305		.675	.911	.986	.892	.901	.889	.905	.907	.896	.798	.592	.874	.928	.720	.830	.519	.611	.919	.216	.275	.156	.471	.471	.714	.736	.693	.894	.923	.889	.870	.239	.161		.322	.374		.440	.619	.241	.570	.277			.338	.545	.506	.550	X	.074	.472	.123	.177	.070	.137	.055	.229	.225	.231	.157	.055	.109	.017	.065	.096	.296	.058	.092	.020																														.379	.688	.300	.193	.259	.354	.393	.162	.526	.964	.661	.202	.300	.491	.519	.527	.936	.303	.369	.569	.620	.641	.475	.604	.410	.359	.220	.165	.275
261	nasnet_mobile-tf	.176	.282	.345		.763	.797	.812	.681	.664	.898	.931	.821	.769	.795	.770	.895	.720	.744	.784	.644	.812	.736	.849	.869	.828	.658	.658	.557	.445	.669	.944	.960	.988	.884	.272	.137		.273	.371		.488	.609	.194	.566	.276			.371	.537	.484	.536	X	.070	.406	.156	.309	.158	.101	.055	.132	.169	.168	.401	.041	.113	.097	.086	.121	.328	.104	.185	.078																														.381	.740	.311	.226	.218	.390	.409	.187	.489	.931	.781	.177	.225	.393	.430	.408	.914	.364	.361	.470	.609	.625	.325	.542	.354	.395	.179	.138	.220
262	grcnn_v2_text_noise	.176	.294	.357		.769	.907	.912	.898	.866	.927	.956	.918	.875	.859	.691	.885	.999	.718	.813	.579	.715	.764	.567	.672	.462	.760	.760	.625	.508	.742	.947	.969	.979	.892	.303	.160		.319	.389		.473	.631	.243	.597	.269			.380	.520	.471	.513	X	.058	.461
263	alexnet_l2_3_robust	.176	.292	.389		.787	.877	.907	.882	.860	.712	.980	.862	.934	.829	.676	.820	.990	.684	.717	.690	.684	.644	.824	.911	.736	.693	.693	.708	.697	.720	.892	.920	.935	.820	.379	.184		.369	.337		.434	.562	.192	.498	.259			.357	.486	.534	.436	X	.059	.363	.109	.060	.115	.110	.092	.250	.255	.132	.003	.090	.070	.087	.098	.044	.214	.038	.103	.098																														.311	.399	.204	.215	.193	.136	.272	.035	.393	.767	.195	.399	.281	.527	.433	.425	.673	.142	.291	.494	.327	.346	.519	.379	.306	.180	.522	.372	.672
264	resnet-18-LC_w_sh_1_iter_conv_init_m	.176	.300	.359		.783	.933	.994	.879	.879	.898	.962	.934	.984	.926	.885	.942	.951	.621	.652	.758	.569	.508	.695	.834	.556	.798	.798	.570	.478	.662	.938	.932	.986	.897	.295	.166		.332	.380		.483	.632	.210	.577	.294			.391	.548	.557	.561	X	.051	.410	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
265	yudixie_resnet18_rotation_reg_0_240719	.175	.239	.320	.001	.742	.842	.991	.725	.687	.667	.872	.971	.982	.776	.557	.915	.857	.665	.837	.501	.675	.645	.613	.836	.390	.780	.780	.605	.490	.719	.912	.932	.976	.826	.217	.116	.003	.229	.319	.000	.360	.535	.152	.548	.203	.188	.000	.167	.422	.259	.380	X	.110	.049	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.451	.419	.484	.351	1.0	.253	.146	.013	.266	.068	.045	.086	.037	.867	.730	.520	.288	.595	.032	X	X	X	X	X	.000	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
266	mobilenet_v2_0.5_192-tf	.175	.280	.319		.696	.792	.933	.726	.715	.898	.774	.900	.600	.835	.681	.899	.926	.707	.938	.297	.741	.853	.419	.449	.389	.795	.795	.585	.460	.710	.736	.651	.875	.681	.263	.165		.329	.360		.418	.594	.221	.566	.275			.342	.539	.515	.529	X	.070	.454	.105	.131	.052	.128	.084	.196	.161	.173	.123	.013	.096	.009	.028	.061	.315	.053	.110	.057																														.349	.639	.239	.124	.214	.295	.321	.128	.500	.912	.615	.220	.312	.517	.502	.515	.866	.383	.366	.511	.521	.592	.362	.547	.399	.350	.242	.183	.301
267	resnet-18-LC_w_sh_10_iter_conv_init_m	.174	.299	.362		.801	.960	1.000	.912	.903	.961	.997	.976	.969	.842	.804	.845	.876	.661	.786	.693	.568	.598	.652	.812	.491	.862	.862	.672	.571	.774	.957	.977	.987	.907	.285	.159		.318	.378		.486	.631	.206	.566	.297			.449	.550	.552	.531	X	.049	.395	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
268	resnet50-simclr-vissl	.173	.285	.327		.728	.868	.975	.861	.847	.706	.972	.802	.909	.768	.515	.805	.985	.643	.760	.539	.613	.658	.513	.636	.390	.677	.677	.702	.609	.795	.924	.936	.982	.854	.254	.144		.288	.375		.481	.614	.214	.565	.296			.440	.543	.546	.541	X	.061	.443	.046	.002	.008	.011	.011	.009	.058	.121	.001	.044	.054	.068	.008	.003	.065	.026	.166	.127																														.067								.059	.061	.041	.059	.087	.052	.080	.087	.034	.050	.058	.062	.039	.068	.050	.072	.045	.064	.278	.059	.497
269	resnet-18-LC_w_sh_100_iter_m	.173	.300	.356		.746	.818	.996	.694	.715	.636	.896	.848	.941	.945	.964	.948	.924	.633	.655	.752	.613	.513	.610	.727	.493	.705	.705	.568	.446	.690	.940	.977	.954	.890	.322	.171		.342	.383		.477	.636	.218	.582	.291			.425	.537	.562	.515	X	.045	.360	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
270	cornet_s	.172	.260	.325		.697	.848	1.000	.808	.803	.635	.952	.869	.869	.789	.487	.909	.972	.646	.776	.338	.736	.734	.446	.524	.368	.638	.638	.684	.593	.775	.828	.845	.911	.729	.278	.119		.238	.371		.491	.619	.166	.581	.226			.256	.479	.361	.485	X	.083	.465	.203	.445	.139	.191	.092	.293	.361	.263	.364	.046	.124	.109	.089	.133	.375	.117	.299	.011																														X																										X	X	X
271	mobilenet_v2_1.0_128-tf	.172	.279	.318		.704	.794	.986	.674	.596	.745	.831	.904	.822	.825	.593	.903	.980	.685	.842	.514	.478	.907	.526	.664	.389	.433	.433	.822	.858	.787	.840	.724	.931	.866	.252	.152		.303	.365		.450	.631	.176	.569	.280			.360	.540	.527	.534	X	.064	.447	.067	.061	.080	.132	.070	.143	.088	.101	.043	.012	.037	.000	.026	.054	.186	.041	.037	.036																														.369	.653	.288	.199	.249	.319	.383	.132	.500	.939	.552	.219	.287	.532	.514	.508	.895	.275	.357	.511	.586	.570	.400	.618	.398	.340	.274	.185	.363
272	alexnet	.171	.281	.339		.700	.899	.901	.865	.912	.869	.931	.941	.876	.859	.802	.934	.840	.625	.687	.387	.881	.545	.508	.631	.386	.381	.381	.784	.897	.671	.842	.869	.932	.724	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.230	.519							.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
273	alexnet	.171	.281	.338		.699	.898	.901	.865	.911	.869	.929	.941	.874	.860	.802	.938	.840	.624	.687	.387	.877	.543	.505	.625	.385	.382	.382	.785	.898	.671	.842	.870	.932	.723	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.039																										.195	.151	.239
274	alexnet-baseline	.171	.281	.338		.699	.899	.900	.864	.912	.869	.931	.940	.877	.858	.800	.932	.840	.624	.687	.387	.880	.542	.507	.629	.385	.381	.381	.783	.896	.670	.843	.871	.933	.724	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.284	.519	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
275	alexnet	.171	.281	.338		.699	.899	.900	.865	.911	.868	.931	.941	.877	.857	.802	.930	.840	.624	.687	.387	.878	.543	.507	.629	.385	.381	.381	.784	.897	.670	.842	.870	.933	.724	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.126								.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
276	alexnet	.171	.281	.338		.699	.899	.900	.865	.911	.869	.931	.940	.877	.858	.802	.934	.839	.624	.687	.387	.881	.542	.507	.628	.386	.381	.381	.784	.898	.669	.841	.868	.933	.724	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.284	.519	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
277	alexnet	.171	.281	.338		.699	.899	.900	.866	.910	.869	.931	.940	.875	.858	.802	.934	.839	.623	.687	.387	.879	.541	.507	.628	.386	.382	.382	.783	.896	.670	.841	.870	.931	.723	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.284	.519	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
278	alexnet	.171	.281	.338		.699	.899	.900	.864	.911	.868	.931	.940	.876	.858	.802	.933	.840	.624	.687	.388	.881	.542	.506	.627	.385	.382	.382	.783	.896	.670	.841	.869	.931	.724	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038
279	alexnet	.171	.281	.338		.699	.898	.900	.865	.910	.869	.930	.940	.875	.859	.802	.934	.841	.625	.689	.387	.881	.543	.506	.627	.385	.380	.380	.783	.896	.669	.841	.868	.930	.724	.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.126								.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
280	BiT-M-R101x3	.171	.278	.322		.687	.818	.786	.732	.698	.859	.925	.842	.885	.815	.772	.900	.773	.723	.778	.542	.880	.692	.671	.758	.584	.339	.339	.538	.481	.595	.904	.842	.911	.960	.279	.161		.323	.379		.461	.645	.205	.584	.248			.311	.513	.388	.521	X	.064	.509																																																X		X	X	X	X	X	X																			X	X	X
281	inception_resnet_v2	.170	.278	.301		.669	.706	.662	.554	.521	.851	.941	.683	.728	.654	.714	.708	.541	.731	.868	.291	.835	.930	.863	.854	.871	.382	.382	.498	.415	.580	.849	.894	.914	.740	.233	.160		.319	.386		.480	.639	.226	.583	.268			.360	.518	.453	.543	X	.062	.499																																																.376	.804	.521	.523	.414	.553	.594	.304																			.252	.208	.296
282	alexnet_random_l2_3_perturb	.170	.280	.317		.673	.913	.984	.934	.903	.805	.972	.893	.902	.618	.444	.552	.858	.527	.490	.451	.717	.451	.756	.801	.710	.656	.656	.453	.425	.481	.786	.828	.962	.568	.279	.173		.346	.368		.461	.621	.179	.577	.264			.359	.506	.476	.504	X	.060	.366	.115	.152	.148	.142	.056	.210	.215	.190	.049	.004	.070	.123	.098	.050	.247	.046	.107	.047																														.044																										.218	.168	.268
283	BiT-M-R50x1	.170	.278	.320		.685	.773	.820	.613	.648	.881	.924	.930	.597	.799	.722	.833	.841	.754	.730	.524	.921	.839	.455	.398	.512	.497	.497	.596	.481	.711	.920	.897	.949	.913	.274	.156		.312	.375		.457	.626	.219	.574	.261			.319	.528	.440	.543	X	.062	.499	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
284	resnet-18-LC_w_sh_100_iter_conv_init_m	.170	.300	.353		.775	.904	1.000	.882	.893	.819	.948	.901	.885	.909	.893	.899	.936	.603	.555	.651	.750	.455	.837	.939	.736	.677	.677	.590	.490	.689	.903	.925	.963	.820	.284	.167		.334	.386		.480	.646	.216	.589	.293			.415	.542	.565	.531	X	.040	.322	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
285	konkle_alexnetgn_ipcl_ref01_primary_model	.170	.292	.333		.701	.811	.805	.686	.676	.888	.927	.884	.813	.775	.790	.813	.720	.690	.683	.444	.882	.751	.769	.852	.686	.468	.468	.532	.428	.636	.863	.891	.934	.765	.297	.154		.307	.387		.455	.639	.261	.581	.294			.437	.553	.534	.535	X	.048	.285	.098	.134	.094	.132	.085	.168	.223	.105	.116	.059	.013	.045	.062	.059	.169	.034	.097	.079
286	resnet-18-LC_w_sh_10_iter_m	.170	.292	.347		.754	.891	.984	.830	.859	.931	.891	.880	.863	.867	.811	.793	.996	.646	.770	.798	.469	.546	.627	.747	.507	.667	.667	.656	.584	.728	.925	.883	.971	.921	.286	.155		.311	.364		.447	.602	.192	.579	.302			.458	.551	.563	.544	X	.048	.381	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
287	alexnet	.169	.278	.316		.679	.920	.996	.926	.919	.835	.987	.875	.903	.665	.475	.632	.888	.507	.442	.472	.710	.404	.789	.868	.710	.710	.710	.408	.375	.442	.753	.791	.974	.494	.268	.173		.345	.368		.462	.629	.174	.575	.254			.347	.485	.450	.495	X	.061	.359	.128	.163	.182	.121	.076	.290	.260	.204	.082	.023	.079	.084	.082	.069	.246	.047	.132	.034																														.245	.538	.186	.091	.174	.212	.266	.069	.430	.847	.410	.200	.306	.436	.411	.410	.768	.294	.312	.558	.532	.479	.381	.456	.299	.212	X	X	X
288	resnet-18-LC_d_w_sh_1x1_conv_init_m	.169	.299	.364		.783	.899	.968	.946	.916	.761	.925	.981	.794	.840	.830	.852	.838	.727	.909	.627	.682	.692	.534	.650	.418	.810	.810	.772	.728	.816	.897	.940	.987	.765	.310	.178		.356	.382		.470	.643	.207	.591	.273			.383	.508	.552	.467	X	.039	.311																																																X	X	X	X	X	X	X	X
289	mobilenet_v2_1.0_96	.169	.274	.318		.698	.865	.919	.906	.772	.878	.720	.926	.932	.927	.861	.921	.999	.764	.766	.656	.738	.897	.226	.064	.389	.413	.413	.772	.783	.761	.919	.963	.838	.955	.256	.166		.332	.349		.451	.595	.169	.530	.264			.288	.508	.535	.514	X	.064	.443	.069	.030	.093	.078	.055	.131	.089	.094	.067	.021	.078	.032	.031	.042	.185	.043	.078	.028																														.353	.603	.273	.173	.248	.293	.379	.106	.483	.906	.547	.230	.250	.583	.523	.550	.877	.231	.354	.498	.491	.520	.475	.520	.371	.285	.302	.199	.405
290	resnet50_simclr	.169	.267	.309		.707	.781	.774	.657	.602	.936	.935	.770	.795	.804	.802	.835	.774	.773	.754	.579	.925	.835	.539	.451	.627	.584	.584	.533	.394	.671	.935	.959	.976	.869	.219	.139		.278	.353		.470	.585	.177	.533	.267			.382	.508	.468	.512	X	.071	.438	.129	.143	.260	.152	.046	.196	.158	.162	.268	.013	.047	.059	.059	.081	.185	.041	.224	.103																														.162	.507	.136	.170	.132	.243	X																				.167	.117	.217
291	BiT-M-R152x4	.169	.278	.325		.685	.822	.857	.721	.697	.914	.892	.870	.802	.723	.673	.694	.802	.663	.577	.686	.790	.599	.847	.900	.794	.268	.268	.560	.436	.683	.914	.937	.927	.877	.290	.162		.324	.363		.438	.633	.189	.555	.262			.317	.512	.497	.508	X	.060	.477	X	X																																														X		X	X	X	X	X	X																			X	X	X
292	mobilenet_v2_0.75_160-tf	.169	.268	.261		.506	.597	.986	.624	.669	.561	.064	.833	.440	.777	.859	.471	1.000	.488	.475	.382	.477	.616	.000	.000	.000	.363	.363	.763	.783	.743	.554	.532	.811	.319	.278	.158		.316	.370		.455	.609	.212	.573	.284			.379	.541	.519	.547	X	.069	.473	.081	.108	.018	.101	.053	.164	.086	.171	.101	.023	.085	.030	.011	.070	.204	.057	.062	.038																														.371	.664	.278	.178	.239	.327	.368	.147	.510	.934	.636	.220	.287	.541	.531	.506	.907	.334	.357	.525	.537	.613	.425	.560	.412	.339	.256	.188	.323
293	imagenet_l2_10_0	.169	.289	.390		.780	.865	.890	.831	.810	.853	.997	.802	.870	.808	.782	.640	1.0	.675	.718	.617	.735	.631	.858	.830	.887	.807	.807	.651	.579	.723	.798	.712	.969	.712	.389	.182		.364	.342		.443	.572	.162	.533	.243			.312	.449	.529	.411	X	.048	.310	.074	.041	.108	.034	.055	.132	.149	.089	.017	.094	.086	.089	.018	.035	.073	.028	.097	.105																														.348	.360	.218	.186	.244	.166	.277	.033	.463	.781	.198	.532	.344	.625	.517	.556	.718	.178	.425	.523	.425	.420	.613	.479	.338	.201	.667	.515	.819
294	BiT-M-R50x3	.168	.270	.301		.651	.940	.982	.961	.916	.891	.981	.939	.907	.860	.690	.920	.969	.634	.773	.570	.535	.658	.552	.567	.537	.204	.204	.552	.437	.667	.815	.753	.993	.698	.253	.145		.289	.362		.437	.615	.211	.548	.272			.363	.528	.456	.554	X	.065	.523	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
295	0.5x_resnet-18_LC_w_sh_1_iter	.167	.294	.341		.686	.849	.988	.813	.858	.655	.921	.801	.904	.841	.716	.965	.840	.575	.686	.429	.605	.579	.488	.585	.390	.608	.608	.624	.564	.684	.819	.813	.965	.679	.338	.169		.339	.374		.475	.614	.209	.574	.290			.402	.550	.546	.531	X	.040	.255	.067	.084	.006	.146	.078	.160	.142	.121	.009	.014	.028	.014	.038	.070	.148	.034	.025	.021																														.301	.566	.244	.141	.237	.243	.355	.097	.423	.912	.502	.159	.163	.500	.458	.456	.834	.158	.365	.406	.409	.490	.375	.455	.289	.265	.177	.122	.231
296	resnet-18-LC_w_sh_1_iter_m	.167	.292	.347		.688	.912	.977	.919	.926	.809	.973	.852	.928	.830	.692	.953	.845	.584	.723	.408	.593	.613	.503	.616	.390	.592	.592	.628	.549	.707	.766	.727	.926	.644	.353	.161		.321	.380		.476	.636	.207	.579	.282			.401	.539	.527	.509	X	.042	.334	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
297	omnivore_swinT	.167	.280	.307		.687	.789	.736	.690	.623	.896	.954	.721	.904	.670	.799	.747	.465	.759	.747	.597	.932	.762	.569	.518	.620	.531	.531	.556	.419	.694	.932	.941	.980	.874	.234	.155		.311	.389		.493	.634	.237	.581	.268			.374	.510	.512	.476	X	.054	.434	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
298	alexnet_reduced_aliasing_early_checkpoint	.167	.276	.341		.683	.851	.998	.889	.874	.829	.947	.738	.683	.864	.911	.842	.839	.705	.654	.624	.789	.752	.271	.276	.265	.396	.396	.787	.944	.629	.910	.906	.917	.908	.341	.180		.361	.338		.415	.588	.144	.542	.246			.344	.483	.440	.457	X	.057	.348	.111	.137	.131	.155	.076	.252	.308	.174	.036	.059	.063	.031	.088	.056	.143	.048	.097	.031																														.055																										.273	.196	.350
299	tf_efficientnetv2_s_in21ft1k_robust_linf12255_400x400	.166	.273	.382		.736	.910	.986	.936	.852	.947	.868	.870	.915	.821	.805	.780	.878	.661	.635	.440	.879	.690	.683	.815	.551	.876	.876	.497	.431	.563	.701	.649	.914	.542	.409	.174		.349	.318		.373	.534	.140	.543	.216			.262	.435	.403	.414	X	.060	.407	.075	.037	.108	.125	.084	.055	.128	.026	.056	.095	.075	.093	.021	.049	.204	.047	.006	.075																														.124	.019	.005	.006	.002	.006	.006	.009	.157	.170	.066	.155	.338	.085	.073	.069	.204	.072	.064	.097	.084	.145	.562	.334	.083	.066	.432	.148	.715
300	vonealexnet_gaussian_noise_std4_fixed	.166	.276	.343		.687	.886	1.000	.806	.839	.847	.963	.845	.899	.784	.728	.717	.905	.466	.451	.526	.561	.325	.535	.665	.404	.740	.740	.549	.486	.613	.852	.866	.966	.723	.343	.162		.324	.357		.443	.621	.163	.558	.242			.339	.457	.456	.444	X	.057	.341	.112	.104	.101	.157	.077	.297	.235	.200	.045	.081	.066	.022	.105	.045	.134	.046	.182	.010																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
301	AdvProp_efficientnet-b0	.166	.271	.287		.619	.818	.986	.796	.738	.826	.768	.758	.854	.781	.627	.890	.825	.499	.405	.295	.666	.630	.619	.814	.423	.440	.440	.529	.412	.646	.644	.653	.775	.503	.244	.135		.269	.383		.490	.638	.220	.569	.280			.340	.553	.525	.540	X	.061	.396	.092	.115	.044	.135	.055	.140	.118	.151	.085	.056	.055	.031	.038	.078	.243	.039	.114	.073																														.459	.724	.474	.476	.388	.503	.527	.220	.620	.984	.860	.243	.388	.516	.578	.604	.968	.441	.459	.648	.802	.757	.537	.686	.521	.551	.260	.207	.314
302	FrankRobWobv0	.166	.311	.363		.715	.792	.735	.727	.705	.842	.954	.774	.807	.612	.647	.567	.623	.671	.615	.411	.973	.684	.847	.914	.780	.815	.815	.576	.516	.636	.695	.613	.936	.536	.374	.201		.402	.426		.548	.632	.342	.608	.254			.362	.478	.496	.443	X	.021	.167	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
303	alexnet_random_linf8_perturb	.166	.269	.301		.644	.890	.905	.921	.864	.810	.916	.932	.883	.865	.764	.920	.912	.454	.818	.340	.301	.358	.301	.404	.198	.438	.438	.805	.851	.758	.756	.705	.867	.697	.258	.147		.293	.370		.463	.622	.187	.579	.258			.344	.494	.465	.501	X	.063	.371	.133	.162	.155	.153	.038	.260	.314	.228	.086	.037	.049	.119	.140	.058	.257	.045	.113	.041																														.293	.548	.197	.107	.181	.224	.277	.072	.431	.864	.435	.202	.263	.431	.420	.412	.779	.350	.296	.530	.532	.489	.331	.466	.305	.221	.216	.164	.268
304	xception-keras	.166	.222	.082																																.245	.153		.306	.396		.491	.647	.233	.610	.257			.346	.508	.446	.498	X	.109	.508	.366	.561	.574	.343	.194	.401	.399	.369	.599	.110	.317	.222	.245	.225	.601	.204	.515	.344																														.332	.790	.101	.404	X	X	X		.597	.975	.941	.191	.244	.471	.534	.565	.980	.450	.476	.630	.800	.733	.550	.661	.404	.549	.170	.147	.192
305	BiT-M-R152x2	.165	.272	.314		.666	.764	.711	.641	.658	.873	.831	.826	.811	.824	.742	.907	.825	.727	.819	.402	.951	.735	.635	.729	.541	.328	.328	.524	.410	.639	.860	.833	.843	.906	.277	.160		.320	.368		.430	.636	.205	.569	.244			.311	.502	.380	.515	X	.059	.472	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
306	mobilenet_v2_0.75_96	.165	.265	.294		.675	.722	.986	.557	.481	.757	.745	.808	.719	.842	.832	.793	.900	.521	.553	.298	.465	.767	.709	.760	.658	.836	.836	.416	.398	.435	.681	.748	.783	.511	.208	.153		.305	.344		.447	.578	.169	.527	.268			.321	.503	.534	.516	X	.066	.451	.074	.072	.020	.119	.074	.181	.065	.093	.066	.039	.081	.029	.027	.063	.166	.038	.074	.058																														.346	.588	.253	.151	.229	.276	.357	.100	.473	.902	.539	.254	.269	.559	.498	.527	.848	.217	.326	.463	.445	.511	.487	.514	.395	.281	.315	.224	.406
307	mobilenet_v2_0.35_224	.165	.263	.282		.631	.743	.771	.680	.602	.792	.877	.742	.740	.555	.595	.572	.498	.619	.692	.290	.623	.870	.838	.940	.736	.626	.626	.395	.300	.491	.637	.633	.860	.418	.215	.148		.296	.357		.437	.588	.209	.554	.264			.327	.523	.495	.506	X	.067	.474	.058	.035	.043	.093	.053	.056	.061	.095	.069	.010	.077	.027	.033	.059	.107	.042	.079	.048																														.314	.603	.196	.077	.165	.275	.268	.120	.452	.884	.569	.197	.331	.445	.405	.423	.857	.414	.294	.483	.461	.561	.319	.456	.352	.226	.198	.154	.242
308	AT_efficientnet-b4	.165	.227	.082																																.246	.170		.339	.367		.477	.629	.178	.549	.289			.364	.555	.543	.559	X	.102	.503	.315	.450	.155	.213	.107	.619	.559	.597	.353	.083	.258	.250	.189	.115	.521	.138	.443	.309																														.549	.718	.533	.548	.463	.540	.580	.265	.681	.981	.795	.444	.600	.603	.620	.683	.973	.503	.540	.678	.834	.719	.606	.736	.599	.656	.548	.415	.680
309	barlow-twins-resnet50	.164	.289	.325		.695	.742	.983		.873	.707	.967	.774	.888	.808	.597	.828	1.000	.451	.694	.524		.588	.527	.665	.389	.722	.722	.671	.577	.764	.947	.978	.976	.888	.279	.142		.284	.385		.488	.627	.230	.579	.305			.436	.561	.562	.572	X	.039	.276	.037	.009	.099	.053	.024	.063	.002	.003	.004	.091	.052	.066	.078	.002	.054	.014	.012	.006																														.069	.001	.001	.001	.001	.001	.001	.001	.059	.058	.064	.060	.081	.048	.059	.052	.054	.078	.058	.062	.048	.060	.044	.035	.065	.069	.285	.060	.511
310	yudixie_resnet50_random_0_240908	.164	.192	.356	.017	.794	.830	.965	.646	.711	.746	.932	.933	.879	.810	.727	.803	.901	.618	.703	.573	.314	.884	.565	.683	.447	.784	.784	.981	.988	.974	.971	.972	.983	.958	.257	.067	.023	.111	.227	.014	.246	.372	.068	.433	.116	.029	.035	.133	.201	.243	.174	X	.136	-0.016	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.472	.603	.341	.599	1.0	.397	1.0	.118	.650	.335	.015	.127	1.0	.906	.358	.845	.630	1.0	.029	X	X	X	X	X	.006	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X
311	mobilenet_v2_0.75_128	.163	.258	.231		.455	.678	.986	.700	.713	.672	.713	.521	.441	.753	.675	.742	.840	.514	.529	.368	.627	.533	.000	.000	.000	.363	.363	.244	.000	.488	.637	.653	.730	.527	.237	.160		.320	.359		.438	.608	.197	.553	.281			.355	.538	.535	.541	X	.069	.464	.086	.062	.032	.096	.055	.169	.105	.196	.101	.005	.072	.012	.019	.055	.276	.052	.123	.036																														.359	.632	.267	.169	.232	.304	.365	.122	.497	.919	.562	.241	.319	.547	.487	.487	.861	.295	.364	.517	.532	.580	.475	.560	.398	.311	.277	.205	.349
312	alexnet_robust_correct	.163	.274	.369		.764	.913	.952	.905	.909	.778	.976	.906	.965	.825	.579	.896	.999	.791	.977	.524	.775	.886	.672	.566	.779	.624	.624	.788	.822	.755	.737	.652	.918	.640	.343	.198		.397	.280		.337	.448	.143	.469	.247			.285	.463	.550	.432	X	.053	.332	.092	.043	.117	.063	.084	.179	.236	.146	.003	.086	.060	.080	.064	.023	.135	.039	.107	.099																														.296	.355	.204	.209	.202	.131	.272	.026	.391	.756	.194	.377	.219	.546	.452	.469	.632	.147	.300	.470	.362	.355	.537	.351	.282	.194	.505	.355	.654
313	texture_shape_alexnet_trained_on_SIN	.163	.270	.344		.727	.909	.981	.944	.906	.800	.930	.897	.906	.697	.497	.723	.870	.563	.579	.365	.754	.554	.809	.882	.736	.806	.806	.522	.477	.567	.786	.805	.988	.565	.305	.151		.302	.350		.429	.575	.174	.570	.233			.306	.461	.410	.456	X	.056	.362	.084	.071	.015	.164	.055	.129	.124	.078	.027	.073	.059	.045	.037	.068	.310	.031	.133	.005																														X																										X	X	X
314	mobilenet_v2_0.5_160	.162	.260	.248		.485	.547	.986	.271	.398	.288	.677	.694	.518	.422	.539	.103	.623	.477	.209	.789	.587	.325	.520	.381	.658	.605	.605	.174	.235	.114	.650	.405	.810	.736	.258	.153		.305	.360		.423	.585	.230	.562	.280			.362	.535	.537	.528	X	.065	.448	.068	.025	.049	.117	.053	.120	.114	.096	.055	.021	.030	.001	.018	.049	.236	.049	.049	.078																														.343	.610	.236	.128	.201	.284	.333	.111	.484	.905	.562	.241	.294	.536	.475	.496	.866	.287	.338	.503	.523	.544	.450	.511	.404	.300	.273	.207	.339
315	fixres_resnext101_32x48d_wsl	.161	.174	.082		X	X							X																						.246	.144		.288	.281		X	.619	.206	.582	.188			.320	.483	X	.513	X	.149	.561	.630	.675	.344	.611	.502	.582	.549	.578	.610	.716	.630	.567	.755	.568	.904	.576	.830	.720																														.594	.863	.608	.594	.514	.667	.656	.491	.717	.994	.981	.272	.731	.527	.552	.613	.989	.811	.495	.764	.907	.885	.594	.902	.492	.671	.293	.237	.348
316	BiT-M-R101x1	.161	.268	.311		.678	.908	.981	.835	.853	.897	.917	.966	.910	.860	.769	.809	1.0	.675	.904	.532	.549	.715	.603	.712	.494	.233	.233	.677	.592	.762	.793	.744	.914	.721	.255	.148		.295	.374		.453	.630	.213	.574	.238			.284	.495	.391	.499	X	.054	.433																																																X	X	X	X	X	X	X	X																			X	X	X
317	resnet-50-pytorch	.160	.224	.096																																.289	.158		.317	.362		.447	.552	.211	.600	.281			.379	.507	.560	.518	X	.095	.528	.235	.474	.221	.226	.068	.400	.329	.291	.309	.030	.185	.118	.098	.154	.546	.103	.254	.194																														.409	.752	.300	.228	.312	.269	.391	.257	.559	.969	.816	.182	.138	.534	.567	.585	.943	.334	.439	.620	.732	.684	.544	.596	.371	.445	.178	.141	.214
318	0.5x_resnet-18_LC_w_sh_10_iter	.159	.292	.339		.741	.915	1.0	.890	.954	.905	.928	.941	.787	.815	.768	.836	.841	.699	.748	.656	.500	.894	.513	.636	.390	.561	.561	.777	.866	.689	.910	.905	.893	.932	.275	.161		.322	.383		.479	.640	.206	.587	.285			.398	.538	.541	.518	X	.027	.216	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
319	alexnet_linf_8_robust	.159	.263	.368		.767	.856	.889	.873	.844	.742	.980	.775	.890	.744	.512	.724	.996	.678	.559	.508	.965	.680	.809	.807	.810	.804	.804	.700	.606	.794	.780	.675	.973	.692	.338	.158		.317	.296		.371	.464	.159	.483	.231			.306	.431	.499	.382	X	.055	.341	.096	.060	.109	.045	.092	.218	.246	.127	.010	.090	.081	.112	.037	.029	.161	.036	.131	.043																														.270	.283	.139	.131	.146	.086	.193	.019	.352	.625	.124	.425	.194	.497	.408	.417	.570	.117	.291	.436	.296	.297	.581	.323	.265	.117	.555	.404	.706
320	resnet-18-LC_m	.158	.285	.375		.789	.885	.975	.922	.983	.786	.911	.909	.710	.918	.941	.894	.921	.728	.865	.783	.519	.746	.549	.687	.411	.791	.791	.769	.738	.799	.884	.852	.946	.855	.334	.143		.286	.359		.421	.604	.198	.575	.263			.421	.476	.510	.434	X	.031	.250	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
321	resnet50_imagenet_1_seed-0	.158	.166	.282	.054	.633	.480	.322	.355	.325	.746	.735	.492	.387	.493	.553	.481	.443	.781	.968	.900	.419	.837	.391	.513	.269	.417	.417	.991	.992	.991	.877	.852	.997	.782	.160	.066	.001	.132	.187	.001	.198	.335	.065	.339	.128	.059	.000	.186	.224	.250	.173	X	.150	.092	.026	.003	.048	.011	.059	.008	.010	.010	.015	.031	.025	.022	.012	.006	.046	.003	.086	.054	.000	.000	.000	.000	.341	.358	.323	.491	1.0	.583	1.0	.015	.780	.068	.006	.563	1.0	.125	.730	.264	.237	.507	.116	.128	.104	.134	.147	.126	.002	.064	.005	.003	.003	.003	.002	.003		.070	.061	.072	.073	.062	.076	.073	.060	.082	.062	.056	.083	.066	.074	.081	.076	.055	.072	.244	.069	.419
322	ViT-B/32	.157	.278	.299		.614	.580	.370	.385	.387	.715	.886	.532	.781	.604	.529	.764	.520	.689	.805	.476	.703	.771	.203	.151	.255	.659	.659	.826	.779	.872	.737	.707	.796	.709	.282	.170		.339	.377		.485	.621	.230	.549	.268			.361	.511	.500	.502	X	.035	.284	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
323	alexnet_early_checkpoint	.156	.257	.295		.637	.897	.970	.899	.838	.764	.966	.924	.917	.860	.700	.985	.893	.413	.702	.299	.315	.338	.305	.419	.190	.456	.456	.726	.734	.718	.806	.767	.913	.737	.246	.153		.306	.342		.411	.579	.148	.574	.237			.300	.461	.427	.472	X	.055	.354	.088	.119	.075	.135	.076	.161	.151	.124	.073	.035	.043	.081	.085	.044	.139	.039	.070	.040																														.274	.500	.170	.077	.154	.201	.249	.061	.419	.830	.395	.214	.275	.422	.405	.404	.757	.356	.297	.523	.498	.459	.325	.431	.302	.229	.222	.172	.271
324	densenet_201_pytorch	.155	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X		X	X	X	X	X	X		X	X	X	X	X	.311	.522	.212	.442	.253	.236	.105	.446	.421	.360	X	.054	.161	.153	.125	.172	.378	X	X	.289	.187	.195	.365	.000	.397	.794	X																.476	.280	.343	.331	.273	.171	.412	.368	.722	.359	X	.385	.520	.529		.542	.978	X	.212	.381	.526	.558	.558	.957	.556	.484	.689	.832	.729	.512	.677	X	.560	.215	.170	.260
325	resnet-18-LC_1st_conv_m	.154	.284	.343		.704	.931	.998	.975	.926	.947	.868	.915	.889	.795	.576	.818	.992	.527	.539	.490	.646	.433	.528	.586	.470	.701	.701	.594	.518	.669	.854	.837	.998	.726	.324	.155		.309	.360		.375	.605	.227	.595	.279			.437	.510	.511	.493	X	.023	.187	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
326	resnet-18-LC_conv_init_m	.154	.275	.360		.751	.710	.885	.644	.583	.643	.893	.676	.648	.865	.795	.922	.879	.770	.789	.660	.820	.811	.745	.870	.619	.565	.565	.725	.647	.804	.876	.820	.969	.838	.329	.150		.301	.341		.360	.592	.187	.564	.250			.366	.469	.492	.423	X	.032	.254	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
327	mobilenet_v1_1.0_160	.153	.234	.112		.046	.085		.597										.235			.940														.290	.166		.332	.380		.481	.638	.195	.588	.278			.355	.533	.512	.549	X	.072	.480	.096	.173	.046	.114	.075	.198	.098	.123	.103	.040	.095	.040	.006	.050	.270	.070	.094	.036																														.361	.680	.328	.272	.280	.357	.405	.126	.497	.952	.618	.170	.275	.510	.480	.502	.884	.234	.395	.516	.571	.631	.400	.559	.356	.404	.174	.134	.214
328	deit_small_imagenet_10_seed-0	.153	.149	.251	.256	.456	.450	.986	.375	.388	.333	.355	.320	.393	.316	.330	.000	.618	.357	.385	.281	.377	.386	.420	.450	.390	.404	.404	.878	.909	.848	.366	.404	.343	.352	.043	.105	.201	.008	.116	.171	.055	.175	.027	.154	.124	.095	.529	.031	.118	.053	.039	X	.157	.075	.072	.027	.106	.090	.021	.094	.182	.112	.016	.095	.085	.114	.031	.008	.084	.025	.045	.089	.000	.000	.000	.000	.288	.365	.210	.574	.467	.883	1.0	.075	.396	.621	.723	.281	.385	.520	1.0	1.0	.152	.539	.133	.110	.104	.103	.105	.126	.002	.087	.002	.002	.002	.002	.002	.002		.084	.114	.069	.088	.062	.101	.117	.094	.075	.062	.099	.105	.066	.079	.081	.080	.066	.076	.347	.088	.606
329	mobilenet_v1_1.0_224	.153	.228	.091		.049	.099		.691										.246			.986														.223	.170		.341	.376		.483	.632	.203	.560	.274			.365	.531	.476	.546	X	.078	.502	.120	.215	.081	.156	.098	.230	.196	.214	.143	.064	.045	.010	.005	.092	.279	.088	.103	.022																														.369	.709	.328	.245	.284	.385	.399	.163	.511	.958	.681	.148	.269	.474	.492	.477	.904	.403	.378	.545	.616	.657	.450	.540	.325	.366	.133	.107	.158
330	resnet-18	.152	.221	.091																																.274	.151		.302	.377		.470	.632	.201	.583	.263			.356	.514	.439	.531	X	.084	.524	.147	.260	.147	.163	.116	.245	.216	.215	.212	.046	.081	.077	.004	.079	.333	.072	.199	.039																														.378	.698	.317	.196	.288	.377	.407	.177	.521	.955	.745	.191	.200	.490	.537	.521	.900	.341	.417	.573	.630	.593	.475	.580	.378	.330	.179	.147	.211
331	mobilenet_v1_0.75_224	.150	.225	.091		.049	.100		.701										.244			.976														.223	.168		.336	.372		.479	.612	.212	.558	.270			.350	.522	.481	.535	X	.076	.477	.130	.211	.011	.165	.046	.287	.180	.220	.164	.014	.112	.003	.001	.130	.438	.053	.155	.017																														.356	.684	.305	.214	.266	.362	.377	.144	.501	.952	.676	.166	.263	.438	.464	.504	.880	.295	.376	.545	.596	.648	.463	.532	.346	.374	.145	.117	.173
332	mobilenet_v2_0.5_128	.150	.238	.163		.267	.304	.986	.028	.038	.288	.000	.398	.393	.683	.550	.660	.840	.193	.209	.198	.209	.157	.000	.000	.000	.363	.363	.000	.000	.000	.327	.270	.689	.021	.222	.155		.309	.361		.441	.601	.204	.557	.274			.343	.524	.525	.525	X	.063	.440	.062	.037	.119	.109	.076	.113	.042	.056	.068	.010	.020	.032	.034	.038	.106	.048	.065	.075																														.323	.577	.231	.123	.206	.260	.334		.484	.884	.544	.265	.350	.559	.530	.540	.848	.278	.328	.491	.482	.519	.444	.522	.351	.291	.325	.234	.416
333	CORnet-Z	.149	.255	.308		.625	.860	.991	.828	.867	.870	.954	.806	.706	.738	.579	.795	.840	.580	.602	.410	.705	.603	.216	.276	.156	.363	.363	.723	.905	.541	.895	.908	.944	.834	.298	.091		.182	.363		.446	.606	.209	.553	.257			.389	.501	.462	.447	X	.044	.356	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														.094	.470	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
334	0.5x_resnet-18	.149	.279	.329		.696	.845	.996	.836	.745	.633	.970	.920	.817	.787	.528	.915	.918	.604	.651	.547	.627	.593	.540	.691	.389	.609	.609	.633	.593	.674	.851	.877	.951	.724	.290	.156		.313	.367		.455	.614	.203	.564	.264			.360	.514	.492	.483	X	.018	.148	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
335	0.5x_resnet-18_LC_w_sh_100_iter	.148	.283	.349		.786	.883	.986	.865	.884	.884	.793	.926	.843	.883	.855	.890	.904	.698	.707	.493	.904	.687	.799	.815	.782	.708	.708	.688	.600	.776	.842	.809	.973	.744	.261	.146		.293	.374		.451	.623	.212	.583	.264			.368	.502	.520	.461	X	.013	.101	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
336	RN50	.148	.268	.323		.714	.879	.925	.812	.807	.941	.923	.883	.863	.859	.865	.898	.813	.539	.578	.469	.614	.497	.818	.872	.764	.533	.533	.543	.405	.681	.824	.764	.953	.755	.255	.145		.290	.355		.448	.602	.177	.548	.248			.308	.501	.442	.487	X	.027	.219	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
337	resnet-34	.147	.206	.077																																.230	.143		.286	.359		.424	.604	.207	.560	.244			.304	.505	.428	.474	X	.089	.546	.164	.252	.047	.136	.092	.208	.216	.245	.282	.030	.080	.094	.070	.090	.558	.113	.229	.047																														.389	.733	.369	.248	.335	.433	.460	.216	.553	.961	.796	.193	.163	.516	.517	.540	.934	.427	.453	.625	.698	.647	.450	.615	.419	.453	.076	.152	X
338	mobilenet_v1_1.0_192	.147	.224	.089		.033	.093		.648										.136			.546														.235	.165		.329	.370		.479	.618	.204	.548	.273			.347	.533	.486	.543	X	.070	.466	.097	.096	.045	.147	.077	.269	.154	.145	.137	.020	.045	.005	.009	.100	.180	.075	.119	.030																														.367	.700	.326	.252	.279	.368	.407	.133	.507	.952	.636	.168	.294	.507	.464	.481	.873	.312	.376	.530	.637	.617	.463	.549	.347	.405	.171	.130	.212
339	0.5x_resnet-18_LC	.146	.279	.361		.758	.858	.939	.923	.853	.741	.901	.839	.808	.840	.756	.899	.865	.707	.816	.479	.747	.787	.760	.807	.713	.711	.711	.701	.634	.768	.729	.653	.967	.568	.326	.145		.291	.358		.415	.593	.216	.568	.253			.391	.470	.495	.413	X	.014	.108	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
340	r3m_resnet18	.146	.266	.362		.776	.680	.754	.516	.514	.819	.876	.850	.427	.877	.773	.902	.955	.769	.738	.552	.950	.834	.658	.729	.587	.873	.873	.689	.607	.771	.886	.901	.941	.817	.311	.141		.283	.344		.408	.584	.171	.559	.216			.328	.393	.439	.351	X	.026	.209	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
341	mobilenet_v1_0.75_192	.146	.225	.092		.047	.106		.739										.220			.882														.229	.170		.339	.366		.465	.613	.202	.549	.273			.356	.534	.487	.535	X	.067	.449	.084	.113	.024	.136	.055	.141	.116	.161	.114	.023	.081	.019	.035	.052	.146	.049	.110	.044																														.351	.672	.309	.250	.256	.343	.388	.118	.497	.944	.642	.162	.325	.502	.489	.475	.884	.291	.399	.511	.539	.633	.344	.522	.372	.410	.157	.123	.191
342	AT_efficientnet-b7	.145	.231	.092																																.276	.154		.308	.385		.483	.642	.215	.583	.293			.356	.560	.569	.562	X	.059	.475
343	mobilenet_v1_0.5_224	.145	.221	.088		.044	.106		.744										.200			.799														.221	.170		.340	.363		.470	.599	.189	.555	.263			.349	.506	.466	.521	X	.068	.474	.071	.123	.043	.083	.062	.097	.086	.117	.073	.053	.055	.001	.034	.058	.194	.054	.015	.059																														.324	.633	.265	.194	.231	.310	.324	.115	.474	.939	.644	.143	.275	.479	.467	.460	.848	.339	.312	.484	.530	.594	.369	.517	.325	.339	.134	.105	.162
344	mobilenet_v1_1.0_128	.145	.227	.098		.041	.125		.875										.164			.658														.254	.162		.325	.369		.479	.614	.193	.557	.278			.354	.531	.527	.535	X	.062	.437	.061	.068	.016	.140	.055	.192	.071	.124	.035	.051	.016	.023	.006	.061	.089	.032	.038	.016																														.355	.652	.314	.244	.273	.336	.402	.107	.487	.923	.608	.189	.269	.520	.495	.506	.866	.244	.344	.492	.537	.583	.450	.505	.369	.371	.215	.157	.274
345	mobilenet_v1_0.5_192	.144	.222	.088		.044	.094		.660										.217			.867														.220	.168		.337	.367		.477	.604	.187	.566	.264			.322	.508	.496	.520	X	.067	.454	.082	.090	.094	.157	.068	.126	.096	.108	.104	.080	.013	.008	.021	.073	.164	.047	.106	.046																														.289	.617	.270	.207	.225	.298	.350	.089	.467	.909	.579	.181	.306	.516	.475	.469	.820	.253	.351	.461	.495	.575	.400	.480	.329	.344
346	mobilenet_v1_0.75_128	.144	.226	.101		.035	.081		.570										.164			.658														.267	.165		.330	.376		.488	.621	.205	.564	.261			.331	.521	.473	.505	X	.062	.425	.070	.039	.033	.122	.074	.148	.145	.104	.031	.059	.056	.033	.014	.053	.163	.043	.012	.061																														.349	.621	.301	.243	.258	.314	.388	.093	.481	.911	.576	.214	.250	.551	.503	.498	.848	.263	.355	.445	.484	.560	.469	.510	.381	.357	.247	.182	.312
347	mobilenet_v1_0.75_160	.143	.225	.084		.039	.081		.565										.194			.778														.213	.173		.346	.369		.479	.618	.189	.558	.275			.367	.528	.501	.529	X	.060	.413	.069	.068	.050	.097	.062	.107	.100	.142	.054	.072	.013	.025	.016	.060	.193	.058	.014	.046																														.349	.653	.303	.239	.257	.333	.385	.105	.491	.938	.641	.182	.250	.510	.497	.500	.848	.267	.404	.489	.539	.592	.394	.531	.390	.375	.195	.147	.243
348	alexnet	.142	.223	.105																																.316	.176		.353	.355		.438	.617	.170	.550	.255			.313	.496	.471	.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.295	.577	.202	.099	.190	.229	.291	.069	.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	.195	.151	.239
349	mobilenet_v1_0.25_128	.141	.239	.282		.583	.694	.986	.668	.707	.722	.812	.349	.612	.774	.677	.824	.821	.463	.636	.363	.423	.430	.520	.382	.658	.536	.536	.523	.522	.523	.573	.269	.952	.497	.262	.119		.238	.329		.442	.520	.168	.513	.229			.245	.467	.463	.425	X	.042	.286	.053	.030	.152	.059	.032	.013	.046	.033	.051	.075	.017	.057	.048	.008	.082	.021	.087	.090																														.261	.415	.184	.121	.170	.186	.261	.038	.369	.777	.365	.235	.250	.463	.405	.396	.679	.164	.294	.398	.284	.405	.294	.364	.253	.247	.300	.206	.393
350	r3m_resnet50	.141	.251	.339		.737	.690	.838	.519	.506	.882	.803	.797	.483	.775	.670	.924	.733	.802	.786	.646	.944	.833	.546	.612	.480	.781	.781	.642	.561	.723	.924	.930	.931	.911	.279	.133		.265	.331		.406	.552	.179	.516	.202			.308	.391	.366	.350	X	.030	.243	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
351	mobilenet_v2_0.35_192	.141	.217	.102		.041	.120		.843										.165			.658														.264	.150		.301	.351		.421	.581	.185	.568	.267			.309	.538	.504	.518	X	.064	.437	.071	.048	.088	.102	.077	.036	.078	.136	.092	.010	.061	.047	.037	.064	.185	.045	.040	.068																														.322	.582	.189	.086	.155	.244	.269	.097	.469	.900	.556	.240	.319	.519	.475	.490	.848	.381	.307	.461	.496	.569	.294	.485	.361	.269	.271	.205	.337
352	r3m_resnet34	.140	.260	.357		.774	.706	.718	.590	.585	.804	.882	.860	.505	.797	.620	.894	.877	.764	.717	.626	.952	.761	.683	.757	.610	.850	.850	.674	.582	.767	.940	.922	.982	.915	.297	.131		.262	.338		.404	.581	.150	.557	.214			.331	.400	.423	.344	X	.020	.160	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
353	vggface	.139	.269	.383		.791	.821	.974	.727	.725	.646	.889	.831	.952	.872	.763	.931	.921	.714	.878	.688	.577	.711	.656	.757	.555	.781	.781	.807	.762	.853	.883	.866	.948	.836	.358	.169		.339	.327		.367	.550	.162	.555	.196			.235	.419	.364	.351	X	.010	.078	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
354	mobilenet_v1_0.5_160	.139	.220	.101		.039	.119		.835										.155			.618														.265	.160		.320	.359		.471	.593	.175	.557	.260			.343	.500	.473	.503	X	.058	.410	.050	.036	.072	.055	.032	.038	.040	.091	.070	.042	.006	.005	.041	.033	.154	.035	.028	.067																														.324	.591	.261	.196	.218	.283	.347	.083	.468	.903	.588	.201	.294	.512	.487	.483	.821	.272	.328	.458	.498	.570	.331	.472	.345	.384	.217	.163	.271
355	yudixie_resnet50_imagenet1kpret_0_240312	.138	.217	.093		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.278	.146		.293	.354		.510	.656	X	.602	.274			.362	.527	.514	.517	X	.060	.481	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
356	resnet50	.138	.236	.269		.537	.733	.607	.658	.630	.736	.867	.702	.930	.698	.443	.885	.767	.638	.862	.198	.714	.778	.000	.000	.000	.363	.363	.785	.788	.781	.541	.430	.837	.354	.271	.150		.300	.333		.406	.554	.163	.541	.191			.219	.380	.330	.405	X	.041	.330	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
357	fulltest_microblockvf_nobottleneck_freeat_nopretrain_eps2_m4	.138	.274	.420		.829	.924	.970	.923	.915	.911	.931	.962	.857	.863	.625	.966	.999	.773	.811	.650	.845	.787	.797	.852	.743	.733	.733	.815	.758	.871	.899	.849	.995	.853	.430	.133		.265	.367		.489	.585	.221	.538	.178			.213	.350	.423	.263	X	.002	.020	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
358	mobilenet_v2_0.35_160	.138	.214	.090		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.269	.146		.292	.346		.419	.559	.199	.554	.272			.341	.525	.523	.517	X	.063	.424	.078	.058	.081	.102	.084	.150	.137	.079	.063	.012	.029	.002	.020	.052	.252	.053	.078	.069																														.316	.557	.203	.100	.173	.242	.294	.090	.455	.872	.505	.237	.344	.515	.486	.467	.848	.280	.340	.445	.454	.515	.344	.485	.344	.255	.275	.201	.349
359	resnet18-supervised	.135	.215	.102		.031	.217	X	.819	X	X	X	X	.702	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.276	.141		.281	.356		.457	.597	.185	.539	.262			.322	.526	.457	.526	X	.056	.446	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
360	mobilenet_v1_0.5_128	.135	.216	.095		.039	.122		.857										.148			.592														.245	.152		.304	.364		.480	.589	.199	.550	.252			.314	.503	.483	.467	X	.054	.373	.056	.020	.083	.102	.077	.138	.007	.112	.011	.038	.003	.015	.039	.046	.127	.039	.015	.078																														.317	.563	.256	.178	.229	.266	.350	.071	.448	.863	.492	.215	.312	.535	.481	.490	.780	.217	.356	.463	.457	.497	.331	.455	.355	.311	.247	.182	.311
361	squeezenet1_1	.133	.218	.105		.051	.125		.877										.229			.916														.265	.156		.311	.362		.437	.602	.187	.582	.250			.335	.504	.456	.457	X	.047	.291	.083	.047	.020	.146	.107	.182	.075	.105	.106	.038	.057	.034	.068	.085	.194	.052	.066	.031																														.285	.575	.168	.043	.183	.231	.216	.095	.425	.870	.520	.165	.144	.425	.420	.392	.784	.400	.321	.533	.498	.502	.287	.456	.302	.212	.162	.126	.198
362	mobilenet_v2_0.5_96	.131	.208	.102		.040	.116		.814										.162			.649														.266	.139		.278	.331		.430	.566	.158	.501	.259			.321	.485	.531	.479	X	.054	.370	.060	.025	.017	.141	.055	.077	.133	.097	.016	.033	.077	.067	.043	.050	.066	.032	.061	.024																														.327	.512	.218	.130	.192	.230	.319	.075	.433	.823	.420	.302	.219	.550	.483	.502	.796	.200	.294	.427	.366	.447	.506	.438	.346	.250	.398	.274	.521
363	mobilenet_v1_0.25_192	.130	.209	.083		.043	.080		.560										.219			.874														.208	.159		.318	.347		.461	.569	.190	.517	.247			.309	.489	.482	.451	X	.051	.344	.064	.045	.120	.112	.053	.160	.086	.069	.038	.065	.019	.001	.033	.060	.117	.032	.015	.054																														.273	.477	.202	.139	.175	.207	.287	.052	.393	.819	.448	.196	.256	.495	.428	.400	.725	.183	.292	.378	.316	.487	.263	.410	.297	.294	.239	.164	.315
364	mobilenet_v1_0.25_224	.130	.212	.093		.048	.101		.709										.236			.943														.231	.148		.296	.360		.464	.600	.196	.538	.247			.298	.493	.457	.480	X	.048	.333	.050	.044	.022	.132	.063	.113	.039	.093	.014	.038	.022	.024	.024	.062	.041	.031	.060	.033																														.271	.498	.195	.114	.171	.220	.275	.063	.412	.833	.507	.178	.263	.476	.461	.435	.750	.206	.312	.420	.366	.543	.219	.449	.301	.287	.186	.138	.233
365	pnasnet_large_pytorch	.130	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.259	X	.214	X	.554	.316	.132	X	.445	.333	.392	.150	.175	.162	.133	.175	.674	X	X	X	.397	.735	.457	.000	.425	.381	.470	.459	.571	1.0	.092	.056	.533	.124	.148	.127	1.0	.383	.951	.845	.426	.171	.351	.128	.146	.114	.105	.149	.099	.320	.640	.295	X	.298	.379	.502		.392	X	X	.219	.250	.412	.425	.417	.905	.530	X	.481	.657	.561	.350	.502	.338	.621	.274	.193	.355
366	mobilenet_v2_0.35_128	.129	.204	.095		.038	.054		.375										.214			.856														.245	.144		.289	.321		.394	.514	.169	.530	.257			.330	.493	.508	.470	X	.053	.367	.059	.038	.091	.134	.062	.070	.109	.085	.011	.022	.044	.005	.023	.048	.129	.042	.026	.062																														.312	.508	.204	.118	.179	.224	.295	.068	.435	.819	.412	.261	.281	.501	.497	.475	.798	.248	.314	.412	.396	.451	.481	.461	.331	.259	.346	.237	.456
367	squeezenet1_0	.128	.216	.116		.044	.123		.859										.187			.746														.304	.160		.320	.365		.441	.608	.186	.591	.223			.265	.464	.371	.459	X	.040	.263	.059	.067	.081	.110	.063	.126	.058	.071	.087	.051	.014	.013	.015	.062	.053	.055	.026	.059																														.270	.575	.175	.059	.168	.226	.246	.092	.401	.842	.526	.135	.150	.359	.381	.358	.791	.378	.304	.458	.457	.517	.244	.444	.254	.211	.107	.089	.126
368	inception_v3_pytorch	.127	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X		X	X	X	X	X	X		X	X	X	X	X	.254	X	.191	X	X	.300	.175	.445	.463	X	.505	.139	.252	.195	.222	X	.548	X	X	X	.519	.524	.666	.367	.460	.262	.659																.291	.209	.125	.258	.315	.137	.360	.342	.732	.467	.444	.357	.501	.566		.415	X	X	.228	.269	.494	.533	X	.975	.503	.463	.627	.804	X	.519	.631	.450	.554	.094	.188	X
369	mobilenet_v1_0.25_160	.127	.205	.081		.045	.099		.696										.216			.866														.198	.146		.293	.338		.443	.561	.178	.509	.256			.356	.486	.493	.457	X	.048	.330	.053	.006	.016	.098	.079	.125	.112	.081	.035	.055	.026	.011	.007	.035	.098	.029	.040	.049																														.215	.455	.185	.115	.163	.188	.271	.040	.394	.808	.430	.214	.338	.470	.395	.390	.700	.200	.290	.430	.339	.435	.306	.380	.287	.291
370	RN50	.125	.223	.091																																.273	.158		.315	.384		.462	.621	.247	.588	.262			.346	.516	.466	.504	X	.027	.220	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
371	convnext_small_imagenet_1_seed-0	.124	.151	.293	.219	.614	.719	.793	.459	.577	.593	.928	.821	.859	.648	.769	.293	.883	.555	.859	.440	.241	.679	.198	.085	.312	.698	.698	.852	.803	.900	.628	.573	.859	.452	.047	.105	.203	.007	.092	.215	.036	.104	.031	.073	.114	.055	.527	.054	.093	.041	.027	X	.098	-0.067	.043	.009	.020	.096	.042	.015	.032	.007	.039	.051	.005	.066	.041	.054	.082	.020	.088	.058	.002	.000	.007	.000	.226	.186	.266	.384	.882	.307	.062	.288	.175	.499	.399	.189	.516	.443	.126	.767	.318	.401	.083	.110	.104	.103	.105	.126	.002	.060	.001	.001	.000	.001	.001	.001		.063	.062	.070	.076	.062	.044	.062	.060	.057	.062	.068	.064	.064	.064	.062	.046	.068	.080	.234	.072	.396
372	mobilenet_v2_0.35_96	.124	.195	.077		.048	.110		.769										.226			.903														.183	.124		.249	.323		.419	.536	.159	.501	.257			.351	.468	.519	.460	X	.052	.351	.063	.036	.015	.133	.055	.131	.104	.124	.015	.026	.061	.063	.014	.055	.102	.038	.088	.013																														.222	.455	.187	.105	.156	.198	.288	.054	.414	.797	.376	.294	.306	.510	.467	.463	.768	.172	.282	.417	.354	.406	.494	.419	.315	.196
373	resnet18-local_aggregation	.122	.221	.084																																.253	.154		.308	.368		.444	.625	.209	.563	.279			.409	.540	.467	.536	X	.022	.177	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
374	r3m_resnet50_nocrop	.122	.217	.351		.765	.697	.797	.550	.528	.889	.808	.791	.517	.825	.695	.928	.852	.783	.739	.601	.987	.804	.629	.712	.545	.811	.811	.678	.593	.763	.930	.915	.968	.906	.289	.130		.259	.242		X	.539	.176	.494	.145			.308	.375	X	.332	X	.026	.211	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
375	resnet18-instance_recognition	.117	.224	.089																																.267	.147		.294	.366		.446	.617	.218	.548	.292			.453	.543	.529	.522	X	.011	.090	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
376	pnasnet_large	.113	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.227	.512	.486	.800	.544	.355	.153	.593	.640	.501	.702	.177	.410	.376	.380	.431	.817	.267	.627	.493	.155	.308	.156	.000	X	X	X	.368	X	.546	.305	.608	.952	.062	.148	X	X	.576	.242	.198	.518	1.0	.150	.145	.166	.083	.126	.205	X	.158	X	X	X	X	X	X		.604	.986	.971	.195	.212	.453	.505	.498	.984	.487	.481	.639	.812	.780	.544	.672	.410	.641	.185	.151	.219
377	CORnetZ_CIFAR10	.113	.217	.328		.668	.631	.601	.447	.422	.808	.883	.703	.554	.727	.694	.495	.991	.418	.383	.252	.783	.254	.542	.494	.589	.686	.686	.846	.945	.747	.824	.763	.947	.762	.317	.130		.259	.246		.277	.392	.108	.454	.163			.211	.316	.333	.285	X	.009	.076	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
378	resnet50_FractalDB	.113	.207	.381		.816	.808	.828	.703	.655	.893	.934	.787	.856	.905	.787	.941	.987	.727	.729	.781	.739	.659	.829	.924	.735	.782	.782	.687	.634	.740	.977	.984	.984	.962	.327	.111		.222	.200		.193	.369	.094	.342	.135			.152	.280	.301	.215	X	.019	.112	.039	.004	.070	.032	.055	.057	.024	.023	.019	.092	.026	.012	.036	.012	.089	.011	.057	.044
379	my-model	.113	.225	.314		.718	.825	.891	.687	.677	.939	.922	.874	.783	.760	.755	.743	.782	.650	.880	.601	.303	.814	.672	.761	.582	.374	.374	.870	.829	.911	.875	.848	.929	.847	.226	.100		.201	.316		.347	.519	.197	.519	.169			.268	.346	.283	.283	X	.001	.004	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
380	resnet18-contrastive_multiview	.112	.204	.086																																.258	.132		.265	.354		.424	.601	.192	.551	.245			.327	.511	.414	.461	X	.020	.161	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
381	v1-pyr-nodown	.111	.220	.375		.717	.725	1.0	.695	.689	.705	.986	.419	.581	.658	.510	.735	.731	.761	.896	.783	.684	.681	.569	.764	.374	.484	.484	.941	.929	.953	.879	.871	.872	.894	.407	.143		.286	.239		.244	.407	.116	.430	.125			.185	.295	.190	.206	X	.001	.009	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
382	hmax	.109	.173	.349	.307	.558	.687	.986	.535	.553	.700	.983	.405	.644	.668	.503	.662	.839	.232	.209	.199	.427	.094	.528	.666	.390	.363	.363	.746	.807	.684	.682	.653	.689	.705	.183	.180	.097	.263	.108	.053	.224	X	.083	.179	.053	-0.007	.254	X	X	X	.122	X	.045	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.198	.517	.437	X	X	X	.509	X	X	.317	.346	X	X	.138	.507	.022	X	X	X	X	X	.142	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
383	resnet18-colorization	.107	.207	.090																																.269	.133		.265	.368		.436	.651	.185	.568	.240			.381	.466	.419	.410	X	.008	.060	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
384	resnet50-meshes-lt-100-original-pretrained	.107	.185	.242		.442	.391	.138	.169	.177	.745	.752	.367	.389	.396	.572	.456	.161	.491	.547	.198	.671	.548	.216	.276	.156	.395	.395	.707	.907	.506	.499	.667	.172	.656	.285	.128		.257	.268		.315	.403	.148	.473	.101			.103	.218	.175	.212	X	.028	.185	.042	.022	.012	.066	.042	.058	.030	.039	.008	.044	.016	.114	.033	.018	.059	.023	.044	.088																														.071	.001	.001	.001	.001	.001	.001	.000	.063	.056	.062	.065	.062	.051	.061	.060	.062	.069	.056	.061	.062	.062	.094	.066	.061	.062	.287	.065	.510
385	resnet18-deepcluster	.106	.211	.086																																.258	.153		.306	.349		.405	.587	.208	.545	.257			.320	.509	.468	.506	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
386	resnet50-cifar	.105	.204	.280		.562	.737	.933	.722	.743	.745	.900	.722	.393	.620	.248	.661	.951	.567	.724	.467	.536	.543	.000	.000	.000	.363	.363	.819	.899	.740	.827	.730	.950	.800	.278	.087		.174	.282		.392	.471	.114	.432	.167			.176	.359	.360	.278	X	.007	.054	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
387	deit_small_imagenet_1_seed-0	.105	.083	.084	.204	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	.048	.073	.142	.005	.079	.144	.038	.114	.021	.078	.094	.068	.384	.030	.095	.056	.026	X	.126	-0.010	.071	.027	.106	.087	.021	.094	.174	.112	.016	.095	.085	.114	.031	.008	.084	.025	.047	.089	.000	.000	.000	.000	.415	.533	.296	.391	.698	.971	.337	.184	.159	.249	.268	.757	.425	.400	.242	.121	.120	.539	.029	.110	.104	.103	.105	.126	.006	.082	.001	.001	.001	.001	.001	.001		.075	.089	.072	.077	.062	.075	.084	.081	.075	.062	.071	.086	.062	.077	.087	.064	.065	.089	.331	.078	.584
388	resnet18-relative_position	.102	.206	.093																																.278	.151		.302	.357		.430	.604	.208	.544	.221			.316	.448	.398	.388	X	-0.001	-0.006	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
389	resnet-50_untrained	.098	.191	.360		.787	.890	.988	.791	.815	.839	.907	.957	.930	.908	.844	.901	.979	.675	.871	.638	.391	.801	.548	.708	.389	.584	.584	.935	.922	.948	.968	.977	.978	.948	.294	.064		.128	.230		.250	.368	.095	.436	.109			.158	.214	.204	.184	X	.005	X	.040	.009	.012	.031	.059	.002	.041	.018	.003	.033	.067	.114	.024	.021	.070	.022	.127	.021																														.013	.001	.001	.001	.001	.001	.001	.000	.063	.062	.065	.060	.062	.066	.062	.062	.062	.064	.064	.062	.062	.062	.062	.076	.058	.058
390	resnet-18_untrained	.096	.184	.344		.755	.874	.992	.788	.749	.887	.890	.958	.857	.857	.795	.854	.922	.649	.781	.565	.427	.822	.558	.726	.390	.472	.472	.907	.900	.914	.972	.964	.977	.974	.277	.058		.116	.227		.245	.369	.089	.431	.108			.150	.223	.223	.159	X	.008	.067	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
391	resnet18-depth_prediction	.095	.178	.095																																.285	.123		.246	.309		.380	.498	.160	.509	.183			.223	.408	.338	.315	X	.013	.102	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
392	resnet-50x2_untrained	.095	.189	.346		.766	.882	.995	.797	.806	.860	.832	.984	.903	.829	.790	.794	.902	.642	.747	.588	.383	.849	.547	.704	.389	.565	.565	.933	.923	.944	.966	.966	.971	.960	.272	.063		.126	.229		.270	.361	.094	.420	.118			.148	.221	.265	.192	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
393	resnet50-meshes-lt-100-original-scratch	.094	.170	.224		.398	.274	.052	.081	.115	.333	.966	.265	.108	.388	.763	.338	.063	.529	.532	.253	.665	.668	.000	.000	.000	.363	.363	.695	.883	.506	.538	.755	.116	.743	.273	.090		.180	.259		.308	.388	.135	.466	.106			.160	.217	.237	.132	X	.017	.083	.054	.009	.120	.052	.055	.094	.043	.126	.010	.075	.074	.033	.053	.009	.075	.018	.044	.028																														.069	.001	.001	.001	.001	.001	.001	.000	.063	.062	.062	.062	.069	.062	.062	.062	.062	.062	.062	.064	.057	.062	.062	.062	.062	.062	.281	.062	.500
394	ViT_B_16_imagenet1k	.092	.091	.078																																.234	.130		.261	.097					.485	.058						.408	X	.092	.335	.404	.640	.658	.376	.084	.677	.699	.582	.588	.111	.409	.363	.339	.182	.023	.095	.570	.476																														.059								.294	.981	.948	.295	.125	.557	.581	.594	.923	X									X	X	X
395	mobilevit_small	.091	.161	.264		.585	.234	.855	X			.786	X	X	.617	.429	.477	.947	.674	.898	.441	.685	.673	.682	.625	.740	.701	.701	.306	X	.611	.883	.752	.986	.911	.206	.082		.165	.162		X	.371	.062	.376	.135			.156	.276	.295	.215	X	.020	.103	.032	.004	.118	.079	.050	.008	.052	.000	.010	.049	.013	.051	.010	.007	.023		.064		.000	.000	.000	.000																			.029						X	.016	X	X	X	X	X	X		.048	.045		X	.062	.056	.045	.046	.050	.052	.049	.037	.062	.060	.062	.062	.070	.060	.033	.065	X
396	CORnetZ_CIFAR10_bs32_20_04	.089	.177	.276		.584	.660	1.0	.605	.850	.507	.885	.547	.229	.737	.702	.670	.840	.535	.617	.405	.369	.749	.000	.000	.000	.362	.362	.813	.851	.775	.979	.979	.968	.988	.244	.088		.176	.226		.249	.382	.081	.419	.118			.095	.276	.250	.206	X	.002	.014	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
397	resnet18-contrastive_predictive	.089	.177	.082																																.247	.131		.263	.278		.296	.443	.155	.497	.214			.370	.433	.370	.325	X	.001	.010	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
398	efficientnet-b0	.088	.105	.072																																.215	.159		.317	.111		X		X	.556	.078			X	X	X	.547	X	.072	.573
399	alexnet	.088	.116	.105																																.316	.176		.353	.110					.550	.073						.508	X	.060	.370	.114	.134	.123	.128	.069	.281	.252	.167	.055	.045	.056	.060	.097	.049	.203	.041	.139	.038																														.087								.434	.864	.435	.189	.294	.474	.448	.438	.777	.264	.345	.520	.505	.482	.431	.450	.279	.177	X	X	X
400	ViT_B_32_imagenet1k	.086	.101	.090																																.271	.143		.285	.107					.536	.062						.437	X	.072	.276	.299	.320	.533	.309	.062	.522	.518	.502	.368	.024	.244	.247	.217	.152	.056	.067	.494	.455																														.112								.561	.959	.934	.276	.106	.535	.570	.573	.916	.434	.487	.594	.766	.596	.263	.461	.476	.586	X	X	X
401	efficientnet-b2	.086	.105	.071																																.213	.159		.317	.114		X		X	.569	.078			X	X	X	.547	X	.066	.526
402	efficientnet-b6	.085	.106	.088																																.263	.147		.295	.113		X		X	.563	.077			X	X	X	.541	X	.064	.513
403	efficientnet-b4	.085	.103	.076																																.228	.143		.286	.115		X		X	.575	.078			X	X	X	.543	X	.067	.535
404	prednet	.084	.167	.075																																.224	.117		.234	.310		.374	.502	.173	.503	.166			.241	.351	.297	.275	X	.002	.014
405	AT_efficientnet-b0	.083	.109	.079																																.238	.167		.334	.114		X		X	.570	.076			X	X	X	.534	X	.056	.447
406	cornetz_contrastive	.081	.118	.108																																.325	.177		.353	.110					.551	.076						.535	X	.043	.346
407	resnet50_pretrained_with_retinal_waves	.079	.165	.284		.569	.585	.481	.515	.489	.787	.731	.661	.428	.590	.534	.397	.838	.710	.858	.697	.510	.776	.000	.000	.000	.363	.363	.891	.926	.856	.847	.850	.918	.773	.283	.054		.107	.227		.236	.382	.094	.421	.094			.140	.183	.207	.130	X	-0.007	-0.053	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
408	resnet18-autoencoder	.074	.137	.099																																.298	.083		.165	.247		.275	.412	.108	.438	.120			.134	.276	.220	.207	X	.010	.083	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
409	dorinet_cornet_z	.073	.111	.103																																.310	.156		.311	.116					.582	.067						.468		.035	.279	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
410	ViT_L_16_imagenet1k	.073	.094	.072																																.215	.135		.269	.099					.494	.070						.487	X	.051	.333	.078	.715	.617	X																																												X																										X	X	X
411	deit_base_patch16_384_id	.072	.090	.070																																.209	.124		.248	.103					.515	.064						.450	X	.053	.425
412	bp_resnet50_julios	.071	X																																											X	X							.141																																										1.0	.130	.104	.155	.136	.126
413	ViT_L_32	.070	.104	.102																																.305	.150		.301	.102					.511	.063						.439	X	.036	.286	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
414	deit_base_patch16_224_id	.068	.089	.069																																.206	.139		.279	.098					.489	.051						.357	X	.047	.376
415	resnet18-simclr	.068	.106	.081																																.243	.159		.318	.110		X	X	X	.550	.075			X	X	X	.524	X	.029	.231	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
416	ViT_B_32	.067	.100	.103																																.308	.138		.275	.101					.504	.060						.417	X	.034	.270	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
417	ViT_B_16	.066	.091	.081																																.242	.130		.260	.100					.498	.054						.380	X	.040	.320	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
418	bagnet9	.065	.092	.072																																.215	.130		.260	.110					.550	.057						.401	X	.038	.307																																																.052	.260
419	r3m_resnet34_nocrop	.063	.107	.138		.120	.837	.911	.787	.795	.886	.963	.950	.566	X	X																				.295	.133		.266	.108					.541	.048						.339	X	.019	.150	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
420	resnet50_eMMCR_Vanilla	.061	X																																											X	X							.123																				.091	.274	.000	.000	.417	.164	.671																.233	.146	.166	.134	.157	.126	.095
421	resnet-18-LC_untrained	.061	.130	.232		.580	.426	.274	.170	.233	.658	.899	.487	.262	.483	.580	.454	.414	.621	.553	.660	.577	.695	.250	.140	.361	.696	.696	.935	.904	.966	.651	.510	.952	.491	.114	.028		.056	.177		.201	.303	.051	.328	.082			.072	.179	.192	.133	X	-0.007	-0.055	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
422	deit_base_distilled_patch16_384_id	.061	.091	.061																																.183	.139		.278	.097					.486	.067						.471	X	.030	.243
423	deit_small_distilled_patch16_224_id	.061	.086	.058																																.173	.121		.242	.102					.511	.063						.442	X	.035	.283
424	deit_tiny_patch16_224	.060	.089	.069																																.206	.119		.238	.103					.514	.065						.455	X	.032	.256
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424	deit_base_patch16_224	.060	.089	.069																																.206	.119		.238	.103					.514	.065						.455	X	.032	.256
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441	TAU	.012	.024	.094																																.283	X		X	X		X	X	X		X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
442	pixels	.011	.019	.018																																.053	.002		.003	.039		.025	.085	.015	.068	.020			.013	.072	.038	.015	X	.002	.020	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X		X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
443	ConvLSTM	.009	.019	X																																X	.075		.150	X		X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
444	PredRNN	.009	.018	.072																																.215				X		X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
445	MIM	.008	.016	X																																X	.065		.130	X		X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
446	openclip	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X		X	X	X	X	X			X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																														X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
446	SimVP	X	X	X																																X	X		X	X		X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X																X	X	X	X	X	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
446	SeLaVi-AVE	X	X																																											X						X
446	SeLaVi-Kinetics400	X	X																																											X						X
446	SeLaVi-VGG-Sound	X	X																																											X						X
446	SeLaVi-Kinetics-Sound	X	X																																											X						X
446	r3d_18	X	X																																											X						X
446	mc3_18	X	X																																											X						X
446	r2plus1d_18	X	X																																											X						X
446	s3d	X	X																																											X						X
446	mvit_v1_b	X	X																																											X						X
446	mvit_v2_s	X	X																																											X						X
446	vonegrcnn_47e	X	X	X		X	X			X

How to Interpret

The leaderboard is the heart of Brain-Score. It displays scores, all ranging from 0-1 (where 1 indicates closest alignment between model and collected data), on every benchmark available. Benchmarks are arranged hierarchically, with scores for each child benchmark averaged together to create the overall score for the parent.

model_name,average_vision,neural_vision,V1,tong.Coggan2024_fMRI.V1-rdm,Marques2020,V1-orientation,Marques2020_Ringach2002-or_selective,Marques2020_Ringach2002-circular_variance,Marques2020_Ringach2002-orth_pref_ratio,Marques2020_Ringach2002-cv_bandwidth_ratio,Marques2020_DeValois1982-pref_or,Marques2020_Ringach2002-opr_cv_diff,Marques2020_Ringach2002-or_bandwidth,V1-spatial_frequency,Marques2020_DeValois1982-peak_sf,Marques2020_Schiller1976-sf_bandwidth,Marques2020_Schiller1976-sf_selective,V1-response_selectivity,Marques2020_FreemanZiemba2013-texture_selectivity,Marques2020_Ringach2002-modulation_ratio,Marques2020_FreemanZiemba2013-texture_variance_ratio,Marques2020_FreemanZiemba2013-texture_sparseness,V1-receptive_field_size,Marques2020_Cavanaugh2002-grating_summation_field,Marques2020_Cavanaugh2002-surround_diameter,V1-surround_modulation,Marques2020_Cavanaugh2002-surround_suppression_index,V1-texture_modulation,Marques2020_FreemanZiemba2013-abs_texture_modulation_index,Marques2020_FreemanZiemba2013-texture_modulation_index,V1-response_magnitude,Marques2020_FreemanZiemba2013-max_texture,Marques2020_Ringach2002-max_dc,Marques2020_FreemanZiemba2013-max_noise,FreemanZiemba2013.V1-pls,V2,tong.Coggan2024_fMRI.V2-rdm,FreemanZiemba2013.V2-pls,V4,tong.Coggan2024_fMRI.V4-rdm,SanghaviJozwik2020.V4-pls,Sanghavi2020.V4-pls,SanghaviMurty2020.V4-pls,MajajHong2015.V4-pls,IT,Bracci2019.anteriorVTC-rdm,tong.Coggan2024_fMRI.IT-rdm,SanghaviMurty2020.IT-pls,Sanghavi2020.IT-pls,SanghaviJozwik2020.IT-pls,MajajHong2015.IT-pls,Kar2019-ost,behavior_vision,Rajalingham2018-i2n,Geirhos2021-error_consistency,Geirhos2021colour-error_consistency,Geirhos2021contrast-error_consistency,Geirhos2021cueconflict-error_consistency,Geirhos2021edge-error_consistency,Geirhos2021eidolonI-error_consistency,Geirhos2021eidolonII-error_consistency,Geirhos2021eidolonIII-error_consistency,Geirhos2021falsecolour-error_consistency,Geirhos2021highpass-error_consistency,Geirhos2021lowpass-error_consistency,Geirhos2021phasescrambling-error_consistency,Geirhos2021powerequalisation-error_consistency,Geirhos2021rotation-error_consistency,Geirhos2021silhouette-error_consistency,Geirhos2021sketch-error_consistency,Geirhos2021stylized-error_consistency,Geirhos2021uniformnoise-error_consistency,Baker2022,Baker2022fragmented-accuracy_delta,Baker2022frankenstein-accuracy_delta,Baker2022inverted-accuracy_delta,Maniquet2024,Maniquet2024-confusion_similarity,Maniquet2024-tasks_consistency,Ferguson2024,Ferguson2024half-value_delta,Ferguson2024gray_hard-value_delta,Ferguson2024lle-value_delta,Ferguson2024juncture-value_delta,Ferguson2024color-value_delta,Ferguson2024round_v-value_delta,Ferguson2024eighth-value_delta,Ferguson2024quarter-value_delta,Ferguson2024convergence-value_delta,Ferguson2024round_f-value_delta,Ferguson2024llh-value_delta,Ferguson2024circle_line-value_delta,Ferguson2024gray_easy-value_delta,Ferguson2024tilted_line-value_delta,Hebart2023-match,BMD2024,BMD2024.dotted_1Behavioral-accuracy_distance,BMD2024.texture_1Behavioral-accuracy_distance,BMD2024.texture_2Behavioral-accuracy_distance,BMD2024.dotted_2Behavioral-accuracy_distance,tong.Coggan2024_behavior-ConditionWiseAccuracySimilarity,engineering_vision,ImageNet-top1,ImageNet-C-top1,ImageNet-C-noise-top1,ImageNet-C-blur-top1,ImageNet-C-weather-top1,ImageNet-C-digital-top1,ObjectNet-top1,Geirhos2021-top1,Geirhos2021colour-top1,Geirhos2021contrast-top1,Geirhos2021cueconflict-top1,Geirhos2021edge-top1,Geirhos2021eidolonI-top1,Geirhos2021eidolonII-top1,Geirhos2021eidolonIII-top1,Geirhos2021falsecolour-top1,Geirhos2021highpass-top1,Geirhos2021lowpass-top1,Geirhos2021phasescrambling-top1,Geirhos2021powerequalisation-top1,Geirhos2021rotation-top1,Geirhos2021silhouette-top1,Geirhos2021sketch-top1,Geirhos2021stylized-top1,Geirhos2021uniformnoise-top1,Hermann2020,Hermann2020cueconflict-shape_match,Hermann2020cueconflict-shape_bias
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squeezenet1_0,.128,.216,.116,,.044,.123,,.859,,,,,,,,,,.187,,,.746,,,,,,,,,,,,,,.304,.160,,.320,.365,,.441,.608,.186,.591,.223,,,.265,.464,.371,.459,X,.040,.263,.059,.067,.081,.110,.063,.126,.058,.071,.087,.051,.014,.013,.015,.062,.053,.055,.026,.059,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.270,.575,.175,.059,.168,.226,.246,.092,.401,.842,.526,.135,.150,.359,.381,.358,.791,.378,.304,.458,.457,.517,.244,.444,.254,.211,.107,.089,.126
inception_v3_pytorch,.127,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,,X,X,X,X,X,X,,X,X,X,X,X,.254,X,.191,X,X,.300,.175,.445,.463,X,.505,.139,.252,.195,.222,X,.548,X,X,X,.519,.524,.666,.367,.460,.262,.659,,,,,,,,,,,,,,,,.291,.209,.125,.258,.315,.137,.360,.342,.732,.467,.444,.357,.501,.566,,.415,X,X,.228,.269,.494,.533,X,.975,.503,.463,.627,.804,X,.519,.631,.450,.554,.094,.188,X
mobilenet_v1_0.25_160,.127,.205,.081,,.045,.099,,.696,,,,,,,,,,.216,,,.866,,,,,,,,,,,,,,.198,.146,,.293,.338,,.443,.561,.178,.509,.256,,,.356,.486,.493,.457,X,.048,.330,.053,.006,.016,.098,.079,.125,.112,.081,.035,.055,.026,.011,.007,.035,.098,.029,.040,.049,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.215,.455,.185,.115,.163,.188,.271,.040,.394,.808,.430,.214,.338,.470,.395,.390,.700,.200,.290,.430,.339,.435,.306,.380,.287,.291,,,
RN50,.125,.223,.091,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.273,.158,,.315,.384,,.462,.621,.247,.588,.262,,,.346,.516,.466,.504,X,.027,.220,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
convnext_small_imagenet_1_seed-0,.124,.151,.293,.219,.614,.719,.793,.459,.577,.593,.928,.821,.859,.648,.769,.293,.883,.555,.859,.440,.241,.679,.198,.085,.312,.698,.698,.852,.803,.900,.628,.573,.859,.452,.047,.105,.203,.007,.092,.215,.036,.104,.031,.073,.114,.055,.527,.054,.093,.041,.027,X,.098,-0.067,.043,.009,.020,.096,.042,.015,.032,.007,.039,.051,.005,.066,.041,.054,.082,.020,.088,.058,.002,.000,.007,.000,.226,.186,.266,.384,.882,.307,.062,.288,.175,.499,.399,.189,.516,.443,.126,.767,.318,.401,.083,.110,.104,.103,.105,.126,.002,.060,.001,.001,.000,.001,.001,.001,,.063,.062,.070,.076,.062,.044,.062,.060,.057,.062,.068,.064,.064,.064,.062,.046,.068,.080,.234,.072,.396
mobilenet_v2_0.35_96,.124,.195,.077,,.048,.110,,.769,,,,,,,,,,.226,,,.903,,,,,,,,,,,,,,.183,.124,,.249,.323,,.419,.536,.159,.501,.257,,,.351,.468,.519,.460,X,.052,.351,.063,.036,.015,.133,.055,.131,.104,.124,.015,.026,.061,.063,.014,.055,.102,.038,.088,.013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.222,.455,.187,.105,.156,.198,.288,.054,.414,.797,.376,.294,.306,.510,.467,.463,.768,.172,.282,.417,.354,.406,.494,.419,.315,.196,,,
resnet18-local_aggregation,.122,.221,.084,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.253,.154,,.308,.368,,.444,.625,.209,.563,.279,,,.409,.540,.467,.536,X,.022,.177,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
r3m_resnet50_nocrop,.122,.217,.351,,.765,.697,.797,.550,.528,.889,.808,.791,.517,.825,.695,.928,.852,.783,.739,.601,.987,.804,.629,.712,.545,.811,.811,.678,.593,.763,.930,.915,.968,.906,.289,.130,,.259,.242,,X,.539,.176,.494,.145,,,.308,.375,X,.332,X,.026,.211,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
resnet18-instance_recognition,.117,.224,.089,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.267,.147,,.294,.366,,.446,.617,.218,.548,.292,,,.453,.543,.529,.522,X,.011,.090,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
pnasnet_large,.113,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.227,.512,.486,.800,.544,.355,.153,.593,.640,.501,.702,.177,.410,.376,.380,.431,.817,.267,.627,.493,.155,.308,.156,.000,X,X,X,.368,X,.546,.305,.608,.952,.062,.148,X,X,.576,.242,.198,.518,1.0,.150,.145,.166,.083,.126,.205,X,.158,X,X,X,X,X,X,,.604,.986,.971,.195,.212,.453,.505,.498,.984,.487,.481,.639,.812,.780,.544,.672,.410,.641,.185,.151,.219
CORnetZ_CIFAR10,.113,.217,.328,,.668,.631,.601,.447,.422,.808,.883,.703,.554,.727,.694,.495,.991,.418,.383,.252,.783,.254,.542,.494,.589,.686,.686,.846,.945,.747,.824,.763,.947,.762,.317,.130,,.259,.246,,.277,.392,.108,.454,.163,,,.211,.316,.333,.285,X,.009,.076,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet50_FractalDB,.113,.207,.381,,.816,.808,.828,.703,.655,.893,.934,.787,.856,.905,.787,.941,.987,.727,.729,.781,.739,.659,.829,.924,.735,.782,.782,.687,.634,.740,.977,.984,.984,.962,.327,.111,,.222,.200,,.193,.369,.094,.342,.135,,,.152,.280,.301,.215,X,.019,.112,.039,.004,.070,.032,.055,.057,.024,.023,.019,.092,.026,.012,.036,.012,.089,.011,.057,.044,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
my-model,.113,.225,.314,,.718,.825,.891,.687,.677,.939,.922,.874,.783,.760,.755,.743,.782,.650,.880,.601,.303,.814,.672,.761,.582,.374,.374,.870,.829,.911,.875,.848,.929,.847,.226,.100,,.201,.316,,.347,.519,.197,.519,.169,,,.268,.346,.283,.283,X,.001,.004,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet18-contrastive_multiview,.112,.204,.086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.258,.132,,.265,.354,,.424,.601,.192,.551,.245,,,.327,.511,.414,.461,X,.020,.161,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
v1-pyr-nodown,.111,.220,.375,,.717,.725,1.0,.695,.689,.705,.986,.419,.581,.658,.510,.735,.731,.761,.896,.783,.684,.681,.569,.764,.374,.484,.484,.941,.929,.953,.879,.871,.872,.894,.407,.143,,.286,.239,,.244,.407,.116,.430,.125,,,.185,.295,.190,.206,X,.001,.009,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
hmax,.109,.173,.349,.307,.558,.687,.986,.535,.553,.700,.983,.405,.644,.668,.503,.662,.839,.232,.209,.199,.427,.094,.528,.666,.390,.363,.363,.746,.807,.684,.682,.653,.689,.705,.183,.180,.097,.263,.108,.053,.224,X,.083,.179,.053,-0.007,.254,X,X,X,.122,X,.045,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.198,.517,.437,X,X,X,.509,X,X,.317,.346,X,X,.138,.507,.022,X,X,X,X,X,.142,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet18-colorization,.107,.207,.090,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.269,.133,,.265,.368,,.436,.651,.185,.568,.240,,,.381,.466,.419,.410,X,.008,.060,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet50-meshes-lt-100-original-pretrained,.107,.185,.242,,.442,.391,.138,.169,.177,.745,.752,.367,.389,.396,.572,.456,.161,.491,.547,.198,.671,.548,.216,.276,.156,.395,.395,.707,.907,.506,.499,.667,.172,.656,.285,.128,,.257,.268,,.315,.403,.148,.473,.101,,,.103,.218,.175,.212,X,.028,.185,.042,.022,.012,.066,.042,.058,.030,.039,.008,.044,.016,.114,.033,.018,.059,.023,.044,.088,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.071,.001,.001,.001,.001,.001,.001,.000,.063,.056,.062,.065,.062,.051,.061,.060,.062,.069,.056,.061,.062,.062,.094,.066,.061,.062,.287,.065,.510
resnet18-deepcluster,.106,.211,.086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.258,.153,,.306,.349,,.405,.587,.208,.545,.257,,,.320,.509,.468,.506,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet50-cifar,.105,.204,.280,,.562,.737,.933,.722,.743,.745,.900,.722,.393,.620,.248,.661,.951,.567,.724,.467,.536,.543,.000,.000,.000,.363,.363,.819,.899,.740,.827,.730,.950,.800,.278,.087,,.174,.282,,.392,.471,.114,.432,.167,,,.176,.359,.360,.278,X,.007,.054,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_imagenet_1_seed-0,.105,.083,.084,.204,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.048,.073,.142,.005,.079,.144,.038,.114,.021,.078,.094,.068,.384,.030,.095,.056,.026,X,.126,-0.010,.071,.027,.106,.087,.021,.094,.174,.112,.016,.095,.085,.114,.031,.008,.084,.025,.047,.089,.000,.000,.000,.000,.415,.533,.296,.391,.698,.971,.337,.184,.159,.249,.268,.757,.425,.400,.242,.121,.120,.539,.029,.110,.104,.103,.105,.126,.006,.082,.001,.001,.001,.001,.001,.001,,.075,.089,.072,.077,.062,.075,.084,.081,.075,.062,.071,.086,.062,.077,.087,.064,.065,.089,.331,.078,.584
resnet18-relative_position,.102,.206,.093,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.278,.151,,.302,.357,,.430,.604,.208,.544,.221,,,.316,.448,.398,.388,X,-0.001,-0.006,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet-50_untrained,.098,.191,.360,,.787,.890,.988,.791,.815,.839,.907,.957,.930,.908,.844,.901,.979,.675,.871,.638,.391,.801,.548,.708,.389,.584,.584,.935,.922,.948,.968,.977,.978,.948,.294,.064,,.128,.230,,.250,.368,.095,.436,.109,,,.158,.214,.204,.184,X,.005,X,.040,.009,.012,.031,.059,.002,.041,.018,.003,.033,.067,.114,.024,.021,.070,.022,.127,.021,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.013,.001,.001,.001,.001,.001,.001,.000,.063,.062,.065,.060,.062,.066,.062,.062,.062,.064,.064,.062,.062,.062,.062,.076,.058,.058,,,
resnet-18_untrained,.096,.184,.344,,.755,.874,.992,.788,.749,.887,.890,.958,.857,.857,.795,.854,.922,.649,.781,.565,.427,.822,.558,.726,.390,.472,.472,.907,.900,.914,.972,.964,.977,.974,.277,.058,,.116,.227,,.245,.369,.089,.431,.108,,,.150,.223,.223,.159,X,.008,.067,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
resnet18-depth_prediction,.095,.178,.095,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.285,.123,,.246,.309,,.380,.498,.160,.509,.183,,,.223,.408,.338,.315,X,.013,.102,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet-50x2_untrained,.095,.189,.346,,.766,.882,.995,.797,.806,.860,.832,.984,.903,.829,.790,.794,.902,.642,.747,.588,.383,.849,.547,.704,.389,.565,.565,.933,.923,.944,.966,.966,.971,.960,.272,.063,,.126,.229,,.270,.361,.094,.420,.118,,,.148,.221,.265,.192,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
resnet50-meshes-lt-100-original-scratch,.094,.170,.224,,.398,.274,.052,.081,.115,.333,.966,.265,.108,.388,.763,.338,.063,.529,.532,.253,.665,.668,.000,.000,.000,.363,.363,.695,.883,.506,.538,.755,.116,.743,.273,.090,,.180,.259,,.308,.388,.135,.466,.106,,,.160,.217,.237,.132,X,.017,.083,.054,.009,.120,.052,.055,.094,.043,.126,.010,.075,.074,.033,.053,.009,.075,.018,.044,.028,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.069,.001,.001,.001,.001,.001,.001,.000,.063,.062,.062,.062,.069,.062,.062,.062,.062,.062,.062,.064,.057,.062,.062,.062,.062,.062,.281,.062,.500
ViT_B_16_imagenet1k,.092,.091,.078,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.234,.130,,.261,.097,,,,,.485,.058,,,,,,.408,X,.092,.335,.404,.640,.658,.376,.084,.677,.699,.582,.588,.111,.409,.363,.339,.182,.023,.095,.570,.476,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.059,,,,,,,,.294,.981,.948,.295,.125,.557,.581,.594,.923,X,,,,,,,,,X,X,X
mobilevit_small,.091,.161,.264,,.585,.234,.855,X,,,.786,X,X,.617,.429,.477,.947,.674,.898,.441,.685,.673,.682,.625,.740,.701,.701,.306,X,.611,.883,.752,.986,.911,.206,.082,,.165,.162,,X,.371,.062,.376,.135,,,.156,.276,.295,.215,X,.020,.103,.032,.004,.118,.079,.050,.008,.052,.000,.010,.049,.013,.051,.010,.007,.023,,.064,,.000,.000,.000,.000,,,,,,,,,,,,,,,,,,,.029,,,,,,X,.016,X,X,X,X,X,X,,.048,.045,,X,.062,.056,.045,.046,.050,.052,.049,.037,.062,.060,.062,.062,.070,.060,.033,.065,X
CORnetZ_CIFAR10_bs32_20_04,.089,.177,.276,,.584,.660,1.0,.605,.850,.507,.885,.547,.229,.737,.702,.670,.840,.535,.617,.405,.369,.749,.000,.000,.000,.362,.362,.813,.851,.775,.979,.979,.968,.988,.244,.088,,.176,.226,,.249,.382,.081,.419,.118,,,.095,.276,.250,.206,X,.002,.014,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet18-contrastive_predictive,.089,.177,.082,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.247,.131,,.263,.278,,.296,.443,.155,.497,.214,,,.370,.433,.370,.325,X,.001,.010,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
efficientnet-b0,.088,.105,.072,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.215,.159,,.317,.111,,X,,X,.556,.078,,,X,X,X,.547,X,.072,.573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
alexnet,.088,.116,.105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.316,.176,,.353,.110,,,,,.550,.073,,,,,,.508,X,.060,.370,.114,.134,.123,.128,.069,.281,.252,.167,.055,.045,.056,.060,.097,.049,.203,.041,.139,.038,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.087,,,,,,,,.434,.864,.435,.189,.294,.474,.448,.438,.777,.264,.345,.520,.505,.482,.431,.450,.279,.177,X,X,X
ViT_B_32_imagenet1k,.086,.101,.090,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.271,.143,,.285,.107,,,,,.536,.062,,,,,,.437,X,.072,.276,.299,.320,.533,.309,.062,.522,.518,.502,.368,.024,.244,.247,.217,.152,.056,.067,.494,.455,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.112,,,,,,,,.561,.959,.934,.276,.106,.535,.570,.573,.916,.434,.487,.594,.766,.596,.263,.461,.476,.586,X,X,X
efficientnet-b2,.086,.105,.071,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.213,.159,,.317,.114,,X,,X,.569,.078,,,X,X,X,.547,X,.066,.526,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
efficientnet-b6,.085,.106,.088,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.263,.147,,.295,.113,,X,,X,.563,.077,,,X,X,X,.541,X,.064,.513,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
efficientnet-b4,.085,.103,.076,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.228,.143,,.286,.115,,X,,X,.575,.078,,,X,X,X,.543,X,.067,.535,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
prednet,.084,.167,.075,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.224,.117,,.234,.310,,.374,.502,.173,.503,.166,,,.241,.351,.297,.275,X,.002,.014,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
AT_efficientnet-b0,.083,.109,.079,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.238,.167,,.334,.114,,X,,X,.570,.076,,,X,X,X,.534,X,.056,.447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
cornetz_contrastive,.081,.118,.108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.325,.177,,.353,.110,,,,,.551,.076,,,,,,.535,X,.043,.346,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_pretrained_with_retinal_waves,.079,.165,.284,,.569,.585,.481,.515,.489,.787,.731,.661,.428,.590,.534,.397,.838,.710,.858,.697,.510,.776,.000,.000,.000,.363,.363,.891,.926,.856,.847,.850,.918,.773,.283,.054,,.107,.227,,.236,.382,.094,.421,.094,,,.140,.183,.207,.130,X,-0.007,-0.053,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18-autoencoder,.074,.137,.099,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.298,.083,,.165,.247,,.275,.412,.108,.438,.120,,,.134,.276,.220,.207,X,.010,.083,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
dorinet_cornet_z,.073,.111,.103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.310,.156,,.311,.116,,,,,.582,.067,,,,,,.468,,.035,.279,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
ViT_L_16_imagenet1k,.073,.094,.072,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.215,.135,,.269,.099,,,,,.494,.070,,,,,,.487,X,.051,.333,.078,.715,.617,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X
deit_base_patch16_384_id,.072,.090,.070,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.209,.124,,.248,.103,,,,,.515,.064,,,,,,.450,X,.053,.425,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
bp_resnet50_julios,.071,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,,,,,,.141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,.130,.104,.155,.136,.126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
ViT_L_32,.070,.104,.102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.305,.150,,.301,.102,,,,,.511,.063,,,,,,.439,X,.036,.286,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
deit_base_patch16_224_id,.068,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.139,,.279,.098,,,,,.489,.051,,,,,,.357,X,.047,.376,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet18-simclr,.068,.106,.081,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.243,.159,,.318,.110,,X,X,X,.550,.075,,,X,X,X,.524,X,.029,.231,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
ViT_B_32,.067,.100,.103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.308,.138,,.275,.101,,,,,.504,.060,,,,,,.417,X,.034,.270,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
ViT_B_16,.066,.091,.081,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.242,.130,,.260,.100,,,,,.498,.054,,,,,,.380,X,.040,.320,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
bagnet9,.065,.092,.072,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.215,.130,,.260,.110,,,,,.550,.057,,,,,,.401,X,.038,.307,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.052,.260,,,,,,,,,,,,,,,,,,,,,,,,,,,
r3m_resnet34_nocrop,.063,.107,.138,,.120,.837,.911,.787,.795,.886,.963,.950,.566,X,X,,,,,,,,,,,,,,,,,,,,.295,.133,,.266,.108,,,,,.541,.048,,,,,,.339,X,.019,.150,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
resnet50_eMMCR_Vanilla,.061,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,,,,,,.123,,,,,,,,,,,,,,,,,,,,.091,.274,.000,.000,.417,.164,.671,,,,,,,,,,,,,,,,.233,.146,.166,.134,.157,.126,.095,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet-18-LC_untrained,.061,.130,.232,,.580,.426,.274,.170,.233,.658,.899,.487,.262,.483,.580,.454,.414,.621,.553,.660,.577,.695,.250,.140,.361,.696,.696,.935,.904,.966,.651,.510,.952,.491,.114,.028,,.056,.177,,.201,.303,.051,.328,.082,,,.072,.179,.192,.133,X,-0.007,-0.055,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
deit_base_distilled_patch16_384_id,.061,.091,.061,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.183,.139,,.278,.097,,,,,.486,.067,,,,,,.471,X,.030,.243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_distilled_patch16_224_id,.061,.086,.058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.173,.121,,.242,.102,,,,,.511,.063,,,,,,.442,X,.035,.283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_patch16_224,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_patch16_224,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_patch16_224,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_distilled_patch16_224,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_distilled_patch16_224,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_distilled_patch16_224,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_patch16_384,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_distilled_patch16_384,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_base_distilled_patch16_224_id,.060,.089,.069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.206,.119,,.238,.103,,,,,.514,.065,,,,,,.455,X,.032,.256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_small_patch16_224_id,.058,.088,.064,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.193,.128,,.255,.103,,,,,.514,.058,,,,,,.403,X,.028,.226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_distilled_patch16_224_id,.056,.086,.061,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.184,.123,,.247,.101,,,,,.504,.059,,,,,,.414,X,.026,.209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deit_tiny_patch16_224_id,.056,.085,.061,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.182,.126,,.251,.096,,,,,.481,.058,,,,,,.404,X,.026,.211,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
resnet50_ImageNet,.054,.108,.093,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.278,.146,,.293,.120,,X,X,X,.602,.074,,,X,X,X,.517,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
dcgan,.043,.084,.105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.316,.113,,.226,.086,,,,,.432,.031,,,,,,.214,,.003,.023,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
unet_entire,.040,.080,.090,,X,X,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,.271,.102,,.204,.095,,,,,.476,.034,,,,,,.240,X,-0.001,-0.006,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
fitvid_trained_on_physion,.036,.057,.044,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,.133,.063,,.126,.067,,X,.132,.021,.185,.055,,,.076,.166,X,.142,X,.014,.113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,X,X,X
my-model,.029,.062,.183,,.459,.533,.557,.493,.484,.745,.674,.629,.150,.441,.425,.226,.672,.457,.829,.281,.266,.451,.000,.000,.000,.363,.363,.924,.900,.949,.496,.404,.690,.393,.089,.012,,.024,.037,,.021,.085,.013,.068,.018,,,.015,.071,.022,.015,X,-0.005,-0.053,.012,.014,.030,X,X,.029,.065,.040,.019,X,X,X,.000,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.054,,,,,,,,,,,,,,,,,,,,,,,,,,.271,.064,.478
TAU,.012,.024,.094,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.283,X,,X,X,,X,X,X,,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
pixels,.011,.019,.018,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.053,.002,,.003,.039,,.025,.085,.015,.068,.020,,,.013,.072,.038,.015,X,.002,.020,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
ConvLSTM,.009,.019,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,.075,,.150,X,,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
PredRNN,.009,.018,.072,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,.215,,,,X,,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
MIM,.008,.016,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,.065,,.130,X,,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
openclip,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,,X,X,X,X,X,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,
SimVP,X,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,X,,X,X,,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,,,,,,,,,,,,,,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X,X
SeLaVi-AVE,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
SeLaVi-Kinetics400,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
SeLaVi-VGG-Sound,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
SeLaVi-Kinetics-Sound,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
r3d_18,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
mc3_18,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
r2plus1d_18,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
s3d,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
mvit_v1_b,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
mvit_v2_s,X,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,X,,,,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
vonegrcnn_47e,X,X,X,,X,X,,,X,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,

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