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_sparseness")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.930
2
.919
3
.917
4
.912
5
.908
6
.908
7
.907
8
.900
9
.897
10
.894
11
.886
12
.885
13
.884
14
.878
15
.877
16
.879
17
.876
18
.875
19
.870
20
.868
21
.866
22
.863
23
.856
24
.857
25
.853
26
.849
27
.851
28
.847
29
.845
30
.845
31
.844
32
.843
33
.843
34
.842
35
.843
36
.841
37
.841
38
.841
39
.838
40
.839
41
.837
42
.839
43
.838
44
.835
45
.834
46
.833
47
.832
48
.830
49
.829
50
.829
51
.827
52
.825
53
.825
54
.824
55
.823
56
.822
57
.823
58
.820
59
.817
60
.814
61
.814
62
.814
63
.813
64
.813
65
.812
66
.811
67
.811
68
.808
69
.806
70
.805
71
.806
72
.804
73
.804
74
.802
75
.801
76
.800
77
.799
78
.798
79
.799
80
.796
81
.794
82
.793
83
.793
84
.791
85
.789
86
.789
87
.787
88
.787
89
.786
90
.784
91
.783
92
.781
93
.780
94
.781
95
.778
96
.780
97
.778
98
.778
99
.777
100
.777
101
.776
102
.778
103
.776
104
.776
105
.775
106
.776
107
.773
108
.772
109
.771
110
.769
111
.769
112
.768
113
.767
114
.767
115
.767
116
.766
117
.766
118
.766
119
.764
120
.762
121
.764
122
.762
123
.763
124
.762
125
.762
126
.762
127
.761
128
.761
129
.759
130
.758
131
.756
132
.755
133
.752
134
.752
135
.751
136
.751
137
.750
138
.749
139
.747
140
.746
141
.746
142
.741
143
.742
144
.741
145
.741
146
.738
147
.737
148
.737
149
.735
150
.737
151
.736
152
.734
153
.731
154
.731
155
.728
156
.726
157
.726
158
.725
159
.727
160
.718
161
.717
162
.715
163
.715
164
.714
165
.711
166
.710
167
.711
168
.709
169
.707
170
.706
171
.703
172
.702
173
.702
174
.700
175
.700
176
.701
177
.700
178
.699
179
.696
180
.696
181
.695
182
.695
183
.692
184
.692
185
.691
186
.690
187
.687
188
.687
189
.687
190
.686
191
.684
192
.684
193
.684
194
.681
195
.681
196
.680
197
.680
198
.679
199
.679
200
.677
201
.677
202
.673
203
.671
204
.669
205
.667
206
.668
207
.668
208
.666
209
.663
210
.664
211
.663
212
.663
213
.659
214
.658
215
.658
216
.658
217
.658
218
.655
219
.655
220
.651
221
.651
222
.647
223
.646
224
.645
225
.645
226
.644
227
.644
228
.643
229
.643
230
.642
231
.641
232
.639
233
.634
234
.634
235
.632
236
.631
237
.631
238
.630
239
.630
240
.625
241
.624
242
.622
243
.622
244
.620
245
.616
246
.616
247
.615
248
.613
249
.611
250
.607
251
.606
252
.603
253
.603
254
.601
255
.599
256
.600
257
.600
258
.598
259
.597
260
.596
261
.597
262
.594
263
.594
264
.593
265
.594
266
.593
267
.592
268
.591
269
.589
270
.588
271
.586
272
.586
273
.584
274
.582
275
.583
276
.582
277
.582
278
.579
279
.572
280
.572
281
.570
282
.569
283
.565
284
.560
285
.555
286
.554
287
.554
288
.550
289
.548
290
.548
291
.546
292
.545
293
.543
294
.543
295
.542
296
.543
297
.542
298
.543
299
.542
300
.542
301
.541
302
.534
303
.533
304
.529
305
.523
306
.515
307
.513
308
.511
309
.509
310
.508
311
.500
312
.498
313
.497
314
.490
315
.486
316
.467
317
.455
318
.451
319
.451
320
.451
321
.433
322
.430
323
.422
324
.412
325
.404
326
.386
327
.358
328
.347
329
.338
330
.330
331
.329
332
.325
333
.325
334
.254
335
.241
336
.164
337
.157
338
.094
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

0.93.

Note that scores are relative to this ceiling.

Data: Marques2020_FreemanZiemba2013

Metric: texture_sparseness