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
.626
187
.626
188
.626
189
.624
190
.625
191
.624
192
.622
193
.621
194
.621
195
.620
196
.617
197
.616
198
.615
199
.615
200
.614
201
.613
202
.612
203
.613
204
.610
205
.610
206
.609
207
.607
208
.608
209
.607
210
.606
211
.606
212
.605
213
.605
214
.605
215
.604
216
.603
217
.603
218
.602
219
.601
220
.601
221
.601
222
.600
223
.600
224
.600
225
.597
226
.598
227
.597
228
.596
229
.595
230
.593
231
.592
232
.591
233
.591
234
.589
235
.589
236
.587
237
.585
238
.584
239
.584
240
.584
241
.582
242
.581
243
.581
244
.579
245
.579
246
.579
247
.578
248
.578
249
.577
250
.577
251
.575
252
.574
253
.574
254
.572
255
.571
256
.567
257
.567
258
.565
259
.565
260
.561
261
.560
262
.557
263
.556
264
.556
265
.555
266
.554
267
.552
268
.552
269
.547
270
.540
271
.539
272
.538
273
.536
274
.535
275
.535
276
.533
277
.531
278
.531
279
.529
280
.527
281
.526
282
.526
283
.521
284
.521
285
.514
286
.512
287
.509
288
.506
289
.505
290
.503
291
.497
292
.492
293
.491
294
.490
295
.484
296
.480
297
.479
298
.476
299
.473
300
.472
301
.471
302
.470
303
.468
304
.456
305
.450
306
.448
307
.445
308
.445
309
.440
310
.440
311
.438
312
.438
313
.437
314
.435
315
.433
316
.417
317
.413
318
.409
319
.404
320
.404
321
.404
322
.403
323
.401
324
.400
325
.398
326
.397
327
.397
328
.396
329
.395
330
.395
331
.392
332
.391
333
.384
334
.382
335
.382
336
.382
337
.381
338
.381
339
.382
340
.381
341
.381
342
.381
343
.380
344
.380
345
.377
346
.374
347
.363
348
.362
349
.363
350
.363
351
.363
352
.363
353
.363
354
.362
355
.363
356
.363
357
.363
358
.363
359
.363
360
.339
361
.338
362
.328
363
.314
364
.311
365
.309
366
.305
367
.290
368
.285
369
.280
370
.268
371
.233
372
.204
373
.198
374
.164
375
.104
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400

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