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
.723
126
.722
127
.721
128
.720
129
.719
130
.718
131
.718
132
.713
133
.712
134
.711
135
.709
136
.710
137
.710
138
.708
139
.707
140
.705
141
.705
142
.701
143
.701
144
.700
145
.699
146
.699
147
.698
148
.698
149
.698
150
.696
151
.693
152
.692
153
.690
154
.687
155
.686
156
.686
157
.686
158
.685
159
.682
160
.682
161
.677
162
.677
163
.677
164
.675
165
.672
166
.670
167
.668
168
.667
169
.667
170
.665
171
.664
172
.663
173
.663
174
.661
175
.659
176
.658
177
.658
178
.656
179
.652
180
.649
181
.647
182
.644
183
.645
184
.643
185
.643
186
.640
187
.640
188
.639
189
.638
190
.634
191
.634
192
.632
193
.633
194
.633
195
.632
196
.632
197
.632
198
.630
199
.630
200
.629
201
.630
202
.627
203
.626
204
.626
205
.626
206
.624
207
.625
208
.624
209
.622
210
.621
211
.621
212
.620
213
.617
214
.616
215
.615
216
.615
217
.614
218
.613
219
.612
220
.613
221
.611
222
.610
223
.610
224
.609
225
.607
226
.608
227
.607
228
.606
229
.606
230
.605
231
.605
232
.605
233
.604
234
.603
235
.603
236
.602
237
.601
238
.601
239
.601
240
.600
241
.600
242
.600
243
.597
244
.598
245
.597
246
.596
247
.595
248
.593
249
.592
250
.591
251
.591
252
.589
253
.589
254
.587
255
.585
256
.584
257
.584
258
.584
259
.582
260
.581
261
.581
262
.579
263
.579
264
.579
265
.578
266
.578
267
.578
268
.577
269
.577
270
.575
271
.574
272
.574
273
.572
274
.571
275
.571
276
.567
277
.567
278
.566
279
.565
280
.565
281
.565
282
.561
283
.560
284
.557
285
.556
286
.556
287
.555
288
.554
289
.553
290
.552
291
.552
292
.547
293
.545
294
.540
295
.539
296
.538
297
.536
298
.535
299
.535
300
.533
301
.531
302
.531
303
.529
304
.527
305
.526
306
.526
307
.525
308
.521
309
.521
310
.514
311
.514
312
.512
313
.509
314
.506
315
.505
316
.503
317
.498
318
.497
319
.492
320
.491
321
.490
322
.485
323
.484
324
.484
325
.480
326
.479
327
.476
328
.473
329
.472
330
.471
331
.470
332
.468
333
.458
334
.456
335
.450
336
.448
337
.445
338
.445
339
.440
340
.440
341
.438
342
.438
343
.437
344
.435
345
.433
346
.429
347
.417
348
.413
349
.409
350
.404
351
.404
352
.404
353
.404
354
.403
355
.401
356
.401
357
.400
358
.400
359
.398
360
.397
361
.397
362
.396
363
.395
364
.392
365
.391
366
.384
367
.384
368
.384
369
.383
370
.382
371
.381
372
.380
373
.377
374
.374
375
.363
376
.362
377
.363
378
.363
379
.363
380
.363
381
.363
382
.362
383
.363
384
.363
385
.363
386
.339
387
.338
388
.328
389
.314
390
.311
391
.309
392
.305
393
.290
394
.285
395
.280
396
.268
397
.233
398
.204
399
.198
400
.164
401
.104
402
403
404
405
406
407
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

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