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
.859
13
.856
14
.857
15
.856
16
.856
17
.856
18
.855
19
.853
20
.850
21
.845
22
.846
23
.846
24
.845
25
.846
26
.840
27
.840
28
.840
29
.838
30
.836
31
.829
32
.829
33
.822
34
.822
35
.821
36
.820
37
.820
38
.819
39
.818
40
.818
41
.817
42
.819
43
.818
44
.819
45
.818
46
.817
47
.817
48
.815
49
.816
50
.815
51
.812
52
.811
53
.810
54
.810
55
.810
56
.807
57
.806
58
.806
59
.804
60
.806
61
.806
62
.805
63
.805
64
.803
65
.803
66
.801
67
.801
68
.802
69
.800
70
.798
71
.797
72
.797
73
.796
74
.796
75
.795
76
.795
77
.792
78
.791
79
.790
80
.790
81
.788
82
.784
83
.783
84
.782
85
.781
86
.780
87
.781
88
.777
89
.777
90
.776
91
.774
92
.773
93
.773
94
.772
95
.770
96
.768
97
.765
98
.761
99
.761
100
.761
101
.760
102
.760
103
.758
104
.757
105
.755
106
.749
107
.749
108
.747
109
.743
110
.743
111
.741
112
.740
113
.739
114
.738
115
.737
116
.735
117
.734
118
.733
119
.732
120
.729
121
.728
122
.727
123
.723
124
.722
125
.721
126
.720
127
.719
128
.718
129
.718
130
.717
131
.713
132
.712
133
.711
134
.709
135
.710
136
.710
137
.708
138
.707
139
.705
140
.705
141
.701
142
.701
143
.700
144
.699
145
.699
146
.698
147
.698
148
.698
149
.696
150
.693
151
.692
152
.690
153
.687
154
.686
155
.686
156
.686
157
.685
158
.682
159
.682
160
.677
161
.677
162
.677
163
.675
164
.672
165
.670
166
.668
167
.667
168
.667
169
.665
170
.664
171
.663
172
.663
173
.661
174
.659
175
.658
176
.658
177
.656
178
.654
179
.649
180
.647
181
.644
182
.645
183
.643
184
.643
185
.641
186
.640
187
.640
188
.639
189
.638
190
.635
191
.634
192
.634
193
.632
194
.633
195
.633
196
.632
197
.632
198
.632
199
.630
200
.630
201
.629
202
.630
203
.627
204
.626
205
.626
206
.626
207
.624
208
.625
209
.624
210
.622
211
.621
212
.621
213
.620
214
.617
215
.616
216
.615
217
.615
218
.614
219
.613
220
.612
221
.613
222
.611
223
.610
224
.610
225
.609
226
.607
227
.608
228
.607
229
.606
230
.606
231
.605
232
.605
233
.605
234
.604
235
.603
236
.603
237
.602
238
.601
239
.601
240
.601
241
.600
242
.600
243
.600
244
.597
245
.598
246
.597
247
.596
248
.595
249
.593
250
.592
251
.591
252
.591
253
.589
254
.589
255
.587
256
.585
257
.584
258
.584
259
.584
260
.582
261
.581
262
.581
263
.579
264
.579
265
.579
266
.578
267
.578
268
.578
269
.577
270
.577
271
.575
272
.574
273
.574
274
.572
275
.571
276
.571
277
.567
278
.567
279
.566
280
.565
281
.565
282
.565
283
.561
284
.560
285
.557
286
.556
287
.556
288
.555
289
.555
290
.554
291
.552
292
.552
293
.547
294
.545
295
.540
296
.539
297
.538
298
.536
299
.536
300
.535
301
.535
302
.535
303
.533
304
.531
305
.531
306
.529
307
.527
308
.526
309
.526
310
.521
311
.521
312
.514
313
.514
314
.512
315
.509
316
.506
317
.505
318
.503
319
.497
320
.495
321
.492
322
.491
323
.490
324
.485
325
.484
326
.480
327
.479
328
.476
329
.473
330
.472
331
.471
332
.470
333
.468
334
.456
335
.456
336
.450
337
.448
338
.445
339
.445
340
.440
341
.440
342
.438
343
.438
344
.437
345
.435
346
.433
347
.429
348
.417
349
.413
350
.409
351
.404
352
.404
353
.404
354
.404
355
.403
356
.401
357
.401
358
.400
359
.400
360
.398
361
.397
362
.397
363
.396
364
.395
365
.395
366
.392
367
.391
368
.384
369
.384
370
.384
371
.382
372
.381
373
.380
374
.377
375
.374
376
.363
377
.362
378
.363
379
.363
380
.363
381
.363
382
.363
383
.362
384
.363
385
.363
386
.363
387
.363
388
.363
389
.339
390
.338
391
.328
392
.314
393
.311
394
.309
395
.305
396
.290
397
.285
398
.280
399
.268
400
.233
401
.204
402
.198
403
.164
404
.104
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

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