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

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