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

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