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_Cavanaugh2002-surround_suppression_index")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.933
2
.898
3
.892
4
.876
5
.873
6
.870
7
.870
8
.867
9
.862
10
.860
11
.860
12
.857
13
.856
14
.856
15
.856
16
.855
17
.853
18
.850
19
.845
20
.846
21
.846
22
.845
23
.846
24
.840
25
.840
26
.840
27
.838
28
.836
29
.829
30
.829
31
.822
32
.822
33
.821
34
.820
35
.820
36
.819
37
.818
38
.818
39
.817
40
.819
41
.818
42
.819
43
.818
44
.817
45
.817
46
.815
47
.816
48
.815
49
.812
50
.811
51
.810
52
.810
53
.810
54
.807
55
.806
56
.806
57
.804
58
.806
59
.806
60
.805
61
.805
62
.803
63
.803
64
.801
65
.801
66
.802
67
.800
68
.798
69
.797
70
.796
71
.796
72
.795
73
.795
74
.792
75
.791
76
.790
77
.790
78
.788
79
.784
80
.783
81
.782
82
.781
83
.780
84
.781
85
.777
86
.777
87
.776
88
.774
89
.773
90
.772
91
.770
92
.768
93
.765
94
.761
95
.761
96
.761
97
.760
98
.760
99
.758
100
.757
101
.749
102
.749
103
.747
104
.743
105
.743
106
.741
107
.740
108
.738
109
.737
110
.735
111
.734
112
.733
113
.729
114
.728
115
.723
116
.722
117
.721
118
.720
119
.719
120
.718
121
.718
122
.713
123
.712
124
.711
125
.710
126
.709
127
.710
128
.710
129
.708
130
.707
131
.705
132
.705
133
.701
134
.701
135
.700
136
.699
137
.699
138
.698
139
.698
140
.698
141
.696
142
.693
143
.692
144
.690
145
.686
146
.686
147
.686
148
.685
149
.682
150
.677
151
.677
152
.677
153
.675
154
.672
155
.670
156
.668
157
.667
158
.667
159
.665
160
.664
161
.663
162
.663
163
.659
164
.658
165
.656
166
.649
167
.647
168
.645
169
.643
170
.643
171
.640
172
.640
173
.639
174
.638
175
.634
176
.634
177
.632
178
.633
179
.633
180
.632
181
.632
182
.632
183
.630
184
.630
185
.630
186
.629
187
.626
188
.626
189
.626
190
.626
191
.624
192
.625
193
.624
194
.622
195
.621
196
.621
197
.620
198
.617
199
.616
200
.615
201
.615
202
.614
203
.613
204
.612
205
.613
206
.610
207
.610
208
.609
209
.607
210
.608
211
.607
212
.606
213
.606
214
.605
215
.605
216
.605
217
.604
218
.603
219
.603
220
.602
221
.601
222
.601
223
.601
224
.600
225
.600
226
.600
227
.597
228
.598
229
.597
230
.596
231
.595
232
.593
233
.592
234
.591
235
.591
236
.589
237
.589
238
.587
239
.585
240
.584
241
.584
242
.584
243
.582
244
.581
245
.581
246
.579
247
.579
248
.579
249
.578
250
.578
251
.577
252
.577
253
.575
254
.574
255
.574
256
.572
257
.571
258
.567
259
.567
260
.565
261
.565
262
.561
263
.560
264
.557
265
.556
266
.556
267
.555
268
.554
269
.552
270
.552
271
.547
272
.540
273
.539
274
.538
275
.536
276
.535
277
.535
278
.533
279
.531
280
.531
281
.529
282
.527
283
.526
284
.526
285
.521
286
.521
287
.514
288
.512
289
.509
290
.506
291
.505
292
.503
293
.497
294
.492
295
.491
296
.490
297
.485
298
.484
299
.480
300
.479
301
.476
302
.473
303
.472
304
.471
305
.470
306
.468
307
.456
308
.450
309
.448
310
.445
311
.445
312
.440
313
.440
314
.438
315
.438
316
.437
317
.435
318
.433
319
.417
320
.413
321
.409
322
.404
323
.404
324
.404
325
.403
326
.401
327
.400
328
.398
329
.397
330
.397
331
.396
332
.395
333
.395
334
.392
335
.391
336
.384
337
.382
338
.382
339
.382
340
.381
341
.381
342
.382
343
.381
344
.381
345
.381
346
.381
347
.380
348
.380
349
.377
350
.374
351
.363
352
.362
353
.363
354
.363
355
.363
356
.363
357
.363
358
.362
359
.363
360
.363
361
.363
362
.363
363
.363
364
.339
365
.338
366
.328
367
.314
368
.311
369
.309
370
.305
371
.290
372
.285
373
.280
374
.268
375
.233
376
.204
377
.198
378
.164
379
.104
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404

Benchmark bibtex

@article{Cavanaugh2002,
            author = {Cavanaugh, James R. and Bair, Wyeth and Movshon, J. A.},
            doi = {10.1152/jn.00692.2001},
            isbn = {0022-3077 (Print) 0022-3077 (Linking)},
            issn = {0022-3077},
            journal = {Journal of Neurophysiology},
            mendeley-groups = {Benchmark effects/Done,Benchmark effects/*Surround Suppression},
            number = {5},
            pages = {2530--2546},
            pmid = {12424292},
            title = {{Nature and Interaction of Signals From the Receptive Field Center and Surround in Macaque V1 Neurons}},
            url = {http://www.physiology.org/doi/10.1152/jn.00692.2001},
            volume = {88},
            year = {2002}
            }
            

Ceiling

0.96.

Note that scores are relative to this ceiling.

Data: Marques2020_Cavanaugh2002

Metric: surround_suppression_index