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-max_texture")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.986
2
.987
3
.984
4
.983
5
.983
6
.983
7
.979
8
.977
9
.978
10
.978
11
.977
12
.977
13
.975
14
.972
15
.970
16
.969
17
.969
18
.970
19
.968
20
.968
21
.966
22
.966
23
.967
24
.964
25
.964
26
.964
27
.963
28
.962
29
.963
30
.960
31
.961
32
.959
33
.959
34
.960
35
.958
36
.957
37
.956
38
.956
39
.955
40
.955
41
.953
42
.953
43
.952
44
.953
45
.952
46
.951
47
.950
48
.951
49
.949
50
.951
51
.950
52
.948
53
.949
54
.947
55
.946
56
.945
57
.946
58
.945
59
.945
60
.943
61
.943
62
.945
63
.943
64
.942
65
.941
66
.941
67
.942
68
.940
69
.940
70
.939
71
.936
72
.937
73
.937
74
.936
75
.936
76
.934
77
.932
78
.932
79
.932
80
.930
81
.929
82
.930
83
.930
84
.930
85
.927
86
.927
87
.925
88
.926
89
.926
90
.925
91
.925
92
.922
93
.923
94
.923
95
.921
96
.920
97
.922
98
.918
99
.917
100
.918
101
.916
102
.917
103
.916
104
.916
105
.915
106
.912
107
.914
108
.911
109
.912
110
.912
111
.908
112
.909
113
.906
114
.906
115
.905
116
.905
117
.902
118
.903
119
.901
120
.901
121
.898
122
.897
123
.897
124
.897
125
.895
126
.894
127
.893
128
.891
129
.891
130
.889
131
.889
132
.888
133
.888
134
.889
135
.887
136
.887
137
.886
138
.883
139
.884
140
.883
141
.883
142
.880
143
.880
144
.879
145
.878
146
.878
147
.877
148
.876
149
.873
150
.874
151
.873
152
.871
153
.871
154
.871
155
.871
156
.870
157
.870
158
.868
159
.870
160
.869
161
.869
162
.869
163
.868
164
.868
165
.867
166
.869
167
.867
168
.867
169
.865
170
.866
171
.865
172
.866
173
.865
174
.862
175
.862
176
.860
177
.857
178
.856
179
.856
180
.855
181
.854
182
.854
183
.852
184
.852
185
.850
186
.848
187
.849
188
.848
189
.845
190
.846
191
.845
192
.845
193
.842
194
.841
195
.840
196
.837
197
.837
198
.835
199
.834
200
.833
201
.832
202
.832
203
.831
204
.830
205
.831
206
.828
207
.828
208
.827
209
.820
210
.821
211
.820
212
.819
213
.819
214
.817
215
.816
216
.816
217
.815
218
.813
219
.814
220
.814
221
.813
222
.813
223
.809
224
.808
225
.806
226
.809
227
.807
228
.805
229
.800
230
.800
231
.799
232
.795
233
.796
234
.794
235
.794
236
.794
237
.793
238
.793
239
.793
240
.791
241
.791
242
.788
243
.789
244
.788
245
.789
246
.788
247
.787
248
.787
249
.784
250
.779
251
.780
252
.779
253
.774
254
.773
255
.772
256
.771
257
.771
258
.767
259
.764
260
.763
261
.763
262
.763
263
.761
264
.757
265
.755
266
.753
267
.752
268
.751
269
.751
270
.747
271
.748
272
.744
273
.738
274
.737
275
.734
276
.730
277
.727
278
.725
279
.724
280
.724
281
.723
282
.722
283
.722
284
.721
285
.721
286
.720
287
.720
288
.720
289
.720
290
.714
291
.712
292
.711
293
.709
294
.707
295
.705
296
.705
297
.704
298
.702
299
.694
300
.687
301
.685
302
.679
303
.676
304
.675
305
.669
306
.667
307
.666
308
.653
309
.653
310
.654
311
.653
312
.653
313
.652
314
.653
315
.651
316
.649
317
.640
318
.638
319
.633
320
.626
321
.623
322
.623
323
.614
324
.614
325
.613
326
.573
327
.532
328
.510
329
.430
330
.404
331
.405
332
.404
333
.339
334
.270
335
.269
336
.269
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

0.95.

Note that scores are relative to this ceiling.

Data: Marques2020_FreemanZiemba2013

Metric: max_texture