Sample stimuli

sample 0 sample 1 sample 2 sample 3 sample 4 sample 5 sample 6 sample 7 sample 8 sample 9

How to use

from brainscore_vision import load_benchmark
benchmark = load_benchmark("Marques2020_FreemanZiemba2013-texture_selectivity")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.981
2
.977
3
.977
4
.968
5
.938
6
.928
7
.924
8
.920
9
.917
10
.914
11
.910
12
.909
13
.905
14
.904
15
.898
16
.896
17
.881
18
.880
19
.878
20
.877
21
.871
22
.868
23
.867
24
.864
25
.865
26
.865
27
.864
28
.863
29
.862
30
.861
31
.862
32
.860
33
.859
34
.858
35
.857
36
.857
37
.854
38
.851
39
.850
40
.850
41
.849
42
.847
43
.849
44
.844
45
.843
46
.843
47
.844
48
.843
49
.841
50
.841
51
.842
52
.842
53
.841
54
.841
55
.839
56
.837
57
.834
58
.835
59
.835
60
.834
61
.834
62
.833
63
.833
64
.832
65
.829
66
.830
67
.830
68
.828
69
.828
70
.829
71
.826
72
.825
73
.824
74
.824
75
.823
76
.822
77
.823
78
.822
79
.821
80
.820
81
.820
82
.820
83
.818
84
.820
85
.820
86
.819
87
.819
88
.818
89
.818
90
.818
91
.816
92
.815
93
.816
94
.814
95
.813
96
.814
97
.813
98
.812
99
.810
100
.811
101
.807
102
.808
103
.809
104
.807
105
.805
106
.801
107
.802
108
.801
109
.797
110
.797
111
.798
112
.797
113
.797
114
.795
115
.793
116
.792
117
.791
118
.789
119
.789
120
.788
121
.788
122
.786
123
.786
124
.786
125
.785
126
.784
127
.784
128
.783
129
.784
130
.784
131
.783
132
.783
133
.783
134
.782
135
.782
136
.782
137
.780
138
.780
139
.781
140
.779
141
.778
142
.778
143
.776
144
.776
145
.776
146
.775
147
.773
148
.772
149
.770
150
.770
151
.770
152
.770
153
.769
154
.767
155
.767
156
.766
157
.766
158
.764
159
.765
160
.763
161
.763
162
.761
163
.760
164
.758
165
.755
166
.754
167
.754
168
.752
169
.752
170
.752
171
.752
172
.751
173
.751
174
.748
175
.747
176
.748
177
.747
178
.747
179
.745
180
.745
181
.740
182
.739
183
.739
184
.738
185
.738
186
.736
187
.734
188
.734
189
.731
190
.730
191
.729
192
.729
193
.726
194
.724
195
.723
196
.724
197
.723
198
.722
199
.721
200
.718
201
.717
202
.717
203
.715
204
.714
205
.714
206
.713
207
.713
208
.711
209
.711
210
.711
211
.710
212
.709
213
.709
214
.708
215
.707
216
.706
217
.705
218
.704
219
.705
220
.704
221
.702
222
.703
223
.700
224
.699
225
.699
226
.698
227
.697
228
.694
229
.695
230
.694
231
.692
232
.692
233
.689
234
.687
235
.687
236
.687
237
.687
238
.687
239
.687
240
.687
241
.686
242
.687
243
.686
244
.686
245
.683
246
.683
247
.684
248
.683
249
.682
250
.681
251
.678
252
.679
253
.678
254
.678
255
.673
256
.671
257
.667
258
.667
259
.665
260
.664
261
.663
262
.662
263
.661
264
.660
265
.659
266
.655
267
.655
268
.654
269
.654
270
.652
271
.652
272
.651
273
.649
274
.650
275
.648
276
.645
277
.646
278
.643
279
.642
280
.641
281
.638
282
.636
283
.635
284
.632
285
.621
286
.617
287
.614
288
.615
289
.611
290
.610
291
.609
292
.604
293
.602
294
.600
295
.600
296
.599
297
.582
298
.579
299
.579
300
.578
301
.578
302
.577
303
.575
304
.575
305
.571
306
.559
307
.555
308
.553
309
.553
310
.547
311
.544
312
.539
313
.532
314
.529
315
.516
316
.503
317
.500
318
.490
319
.481
320
.475
321
.461
322
.453
323
.451
324
.442
325
.405
326
.388
327
.385
328
.383
329
.379
330
.358
331
.280
332
.209
333
.209
334
.209
335
.208
336
X
337
X
338
X
339
X
340
X
341
X
342
X
343
X
344
X
345
X
346
X
347
X
348
X
349
X
350
X
351
X
352
X
353
X
354
X
355
X
356
X
357
X
358
X
359
X
360
X
361
X
362
X

Benchmark bibtex

@article{Freeman2013,
            author = {Freeman, Jeremy and Ziemba, Corey M. and Heeger, David J. and Simoncelli, E. P. and Movshon, J. A.},
            doi = {10.1038/nn.3402},
            issn = {10976256},
            journal = {Nature Neuroscience},
            number = {7},
            pages = {974--981},
            pmid = {23685719},
            publisher = {Nature Publishing Group},
            title = {{A functional and perceptual signature of the second visual area in primates}},
            url = {http://dx.doi.org/10.1038/nn.3402},
            volume = {16},
            year = {2013}
            }
            

Ceiling

0.94.

Note that scores are relative to this ceiling.

Data: Marques2020_FreemanZiemba2013

Metric: texture_selectivity