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
.912
3
.904
4
.898
5
.892
6
.892
7
.888
8
.876
9
.873
10
.870
11
.870
12
.867
13
.862
14
.860
15
.860
16
.859
17
.856
18
.857
19
.856
20
.856
21
.856
22
.855
23
.853
24
.850
25
.845
26
.846
27
.846
28
.845
29
.846
30
.840
31
.840
32
.840
33
.838
34
.836
35
.829
36
.829
37
.822
38
.822
39
.821
40
.820
41
.820
42
.819
43
.818
44
.818
45
.820
46
.817
47
.819
48
.818
49
.819
50
.818
51
.817
52
.817
53
.815
54
.816
55
.816
56
.815
57
.812
58
.811
59
.810
60
.810
61
.811
62
.810
63
.809
64
.807
65
.806
66
.806
67
.804
68
.806
69
.806
70
.805
71
.805
72
.803
73
.803
74
.803
75
.801
76
.801
77
.802
78
.800
79
.798
80
.797
81
.797
82
.796
83
.796
84
.795
85
.795
86
.792
87
.791
88
.790
89
.790
90
.788
91
.787
92
.784
93
.783
94
.782
95
.781
96
.782
97
.780
98
.781
99
.777
100
.777
101
.776
102
.774
103
.773
104
.773
105
.772
106
.772
107
.770
108
.768
109
.768
110
.765
111
.761
112
.761
113
.761
114
.760
115
.760
116
.758
117
.757
118
.755
119
.749
120
.749
121
.747
122
.743
123
.743
124
.741
125
.740
126
.739
127
.738
128
.737
129
.735
130
.734
131
.733
132
.731
133
.732
134
.729
135
.728
136
.727
137
.728
138
.723
139
.722
140
.721
141
.720
142
.719
143
.718
144
.718
145
.713
146
.712
147
.711
148
.709
149
.710
150
.710
151
.708
152
.707
153
.705
154
.705
155
.705
156
.703
157
.701
158
.701
159
.700
160
.699
161
.699
162
.698
163
.698
164
.698
165
.696
166
.693
167
.692
168
.690
169
.687
170
.686
171
.686
172
.686
173
.685
174
.682
175
.682
176
.677
177
.677
178
.677
179
.677
180
.675
181
.672
182
.670
183
.668
184
.667
185
.667
186
.665
187
.664
188
.663
189
.663
190
.661
191
.659
192
.658
193
.656
194
.653
195
.652
196
.649
197
.647
198
.644
199
.645
200
.643
201
.643
202
.640
203
.640
204
.639
205
.638
206
.634
207
.634
208
.632
209
.633
210
.633
211
.632
212
.632
213
.632
214
.630
215
.630
216
.629
217
.630
218
.628
219
.627
220
.626
221
.626
222
.626
223
.624
224
.625
225
.624
226
.622
227
.621
228
.621
229
.620
230
.617
231
.616
232
.615
233
.615
234
.614
235
.613
236
.612
237
.613
238
.611
239
.610
240
.610
241
.609
242
.607
243
.608
244
.607
245
.606
246
.606
247
.605
248
.605
249
.605
250
.605
251
.604
252
.603
253
.603
254
.602
255
.601
256
.601
257
.601
258
.600
259
.600
260
.600
261
.597
262
.598
263
.597
264
.596
265
.595
266
.593
267
.592
268
.591
269
.591
270
.589
271
.589
272
.587
273
.585
274
.584
275
.584
276
.584
277
.582
278
.581
279
.581
280
.579
281
.579
282
.579
283
.578
284
.578
285
.578
286
.577
287
.577
288
.575
289
.574
290
.574
291
.572
292
.571
293
.571
294
.567
295
.567
296
.566
297
.565
298
.565
299
.565
300
.561
301
.560
302
.557
303
.556
304
.556
305
.556
306
.555
307
.554
308
.553
309
.552
310
.552
311
.547
312
.545
313
.540
314
.539
315
.538
316
.536
317
.535
318
.535
319
.533
320
.531
321
.531
322
.529
323
.527
324
.526
325
.526
326
.525
327
.521
328
.521
329
.514
330
.514
331
.512
332
.512
333
.509
334
.506
335
.505
336
.503
337
.498
338
.497
339
.492
340
.491
341
.490
342
.485
343
.484
344
.484
345
.480
346
.479
347
.478
348
.476
349
.473
350
.472
351
.471
352
.470
353
.468
354
.458
355
.456
356
.454
357
.450
358
.448
359
.445
360
.445
361
.440
362
.440
363
.438
364
.438
365
.437
366
.435
367
.433
368
.429
369
.417
370
.413
371
.409
372
.404
373
.404
374
.404
375
.404
376
.403
377
.401
378
.401
379
.400
380
.400
381
.398
382
.397
383
.397
384
.396
385
.395
386
.392
387
.391
388
.384
389
.384
390
.384
391
.383
392
.382
393
.381
394
.380
395
.377
396
.374
397
.363
398
.362
399
.363
400
.363
401
.363
402
.363
403
.363
404
.363
405
.362
406
.363
407
.363
408
.363
409
.339
410
.338
411
.328
412
.314
413
.311
414
.309
415
.305
416
.290
417
.285
418
.280
419
.268
420
.233
421
.204
422
.198
423
.164
424
.104
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458

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