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
.888
5
.876
6
.873
7
.870
8
.870
9
.867
10
.862
11
.860
12
.860
13
.859
14
.856
15
.857
16
.856
17
.856
18
.856
19
.855
20
.853
21
.850
22
.845
23
.846
24
.846
25
.845
26
.846
27
.840
28
.840
29
.840
30
.838
31
.836
32
.829
33
.829
34
.822
35
.822
36
.821
37
.820
38
.820
39
.819
40
.818
41
.818
42
.817
43
.819
44
.818
45
.819
46
.818
47
.817
48
.817
49
.815
50
.816
51
.815
52
.812
53
.811
54
.810
55
.810
56
.811
57
.810
58
.807
59
.806
60
.806
61
.804
62
.806
63
.806
64
.805
65
.805
66
.803
67
.803
68
.801
69
.801
70
.802
71
.800
72
.798
73
.797
74
.797
75
.796
76
.796
77
.795
78
.795
79
.792
80
.791
81
.790
82
.790
83
.788
84
.784
85
.783
86
.782
87
.781
88
.780
89
.781
90
.777
91
.777
92
.776
93
.774
94
.773
95
.773
96
.772
97
.770
98
.768
99
.765
100
.761
101
.761
102
.761
103
.760
104
.760
105
.758
106
.757
107
.755
108
.749
109
.749
110
.747
111
.743
112
.743
113
.741
114
.740
115
.739
116
.738
117
.737
118
.735
119
.734
120
.733
121
.732
122
.729
123
.728
124
.727
125
.728
126
.723
127
.722
128
.721
129
.720
130
.719
131
.718
132
.718
133
.713
134
.712
135
.711
136
.709
137
.710
138
.710
139
.708
140
.707
141
.705
142
.705
143
.705
144
.701
145
.701
146
.700
147
.699
148
.699
149
.698
150
.698
151
.698
152
.696
153
.693
154
.692
155
.690
156
.687
157
.686
158
.686
159
.686
160
.685
161
.682
162
.682
163
.677
164
.677
165
.677
166
.675
167
.672
168
.670
169
.668
170
.667
171
.667
172
.665
173
.664
174
.663
175
.663
176
.661
177
.659
178
.658
179
.656
180
.653
181
.652
182
.649
183
.647
184
.644
185
.645
186
.643
187
.643
188
.640
189
.640
190
.639
191
.638
192
.634
193
.634
194
.632
195
.633
196
.633
197
.632
198
.632
199
.632
200
.630
201
.630
202
.629
203
.630
204
.628
205
.627
206
.626
207
.626
208
.626
209
.624
210
.625
211
.624
212
.622
213
.621
214
.621
215
.620
216
.617
217
.616
218
.615
219
.615
220
.614
221
.613
222
.612
223
.613
224
.611
225
.610
226
.610
227
.609
228
.607
229
.608
230
.607
231
.606
232
.606
233
.605
234
.605
235
.605
236
.605
237
.604
238
.603
239
.603
240
.602
241
.601
242
.601
243
.601
244
.600
245
.600
246
.600
247
.597
248
.598
249
.597
250
.596
251
.595
252
.593
253
.592
254
.591
255
.591
256
.589
257
.589
258
.587
259
.585
260
.584
261
.584
262
.584
263
.582
264
.581
265
.581
266
.579
267
.579
268
.579
269
.578
270
.578
271
.578
272
.577
273
.577
274
.575
275
.574
276
.574
277
.572
278
.571
279
.571
280
.567
281
.567
282
.566
283
.565
284
.565
285
.565
286
.561
287
.560
288
.557
289
.556
290
.556
291
.555
292
.554
293
.553
294
.552
295
.552
296
.547
297
.545
298
.540
299
.539
300
.538
301
.536
302
.535
303
.535
304
.533
305
.531
306
.531
307
.529
308
.527
309
.526
310
.526
311
.525
312
.521
313
.521
314
.514
315
.514
316
.512
317
.509
318
.506
319
.505
320
.503
321
.498
322
.497
323
.492
324
.491
325
.490
326
.485
327
.484
328
.484
329
.480
330
.479
331
.478
332
.476
333
.473
334
.472
335
.471
336
.470
337
.468
338
.458
339
.456
340
.450
341
.448
342
.445
343
.445
344
.440
345
.440
346
.438
347
.438
348
.437
349
.435
350
.433
351
.429
352
.417
353
.413
354
.409
355
.404
356
.404
357
.404
358
.404
359
.403
360
.401
361
.401
362
.400
363
.400
364
.398
365
.397
366
.397
367
.396
368
.395
369
.392
370
.391
371
.384
372
.384
373
.384
374
.383
375
.382
376
.381
377
.380
378
.377
379
.374
380
.363
381
.362
382
.363
383
.363
384
.363
385
.363
386
.363
387
.363
388
.362
389
.363
390
.363
391
.363
392
.339
393
.338
394
.328
395
.314
396
.311
397
.309
398
.305
399
.290
400
.285
401
.280
402
.268
403
.233
404
.204
405
.198
406
.164
407
.104
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439

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