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
.701
123
.701
124
.700
125
.699
126
.699
127
.698
128
.698
129
.698
130
.696
131
.693
132
.692
133
.690
134
.686
135
.686
136
.686
137
.685
138
.682
139
.677
140
.677
141
.677
142
.672
143
.670
144
.668
145
.667
146
.667
147
.665
148
.664
149
.663
150
.663
151
.659
152
.658
153
.656
154
.649
155
.645
156
.643
157
.640
158
.640
159
.639
160
.638
161
.634
162
.633
163
.632
164
.632
165
.630
166
.630
167
.630
168
.626
169
.626
170
.626
171
.624
172
.625
173
.624
174
.622
175
.621
176
.621
177
.620
178
.617
179
.616
180
.615
181
.615
182
.614
183
.613
184
.612
185
.613
186
.610
187
.609
188
.607
189
.608
190
.607
191
.606
192
.605
193
.605
194
.603
195
.603
196
.602
197
.600
198
.597
199
.598
200
.597
201
.596
202
.592
203
.591
204
.591
205
.589
206
.589
207
.587
208
.585
209
.584
210
.584
211
.584
212
.582
213
.581
214
.581
215
.579
216
.579
217
.579
218
.578
219
.578
220
.577
221
.577
222
.575
223
.574
224
.574
225
.572
226
.571
227
.567
228
.567
229
.565
230
.565
231
.561
232
.560
233
.557
234
.556
235
.556
236
.555
237
.554
238
.552
239
.552
240
.547
241
.540
242
.539
243
.538
244
.536
245
.535
246
.535
247
.533
248
.531
249
.531
250
.529
251
.527
252
.526
253
.521
254
.514
255
.512
256
.509
257
.506
258
.505
259
.503
260
.497
261
.492
262
.491
263
.484
264
.480
265
.479
266
.476
267
.473
268
.472
269
.471
270
.470
271
.468
272
.456
273
.450
274
.448
275
.445
276
.445
277
.440
278
.440
279
.438
280
.438
281
.435
282
.433
283
.417
284
.413
285
.409
286
.404
287
.404
288
.404
289
.403
290
.401
291
.400
292
.398
293
.397
294
.396
295
.395
296
.392
297
.391
298
.384
299
.382
300
.382
301
.382
302
.381
303
.381
304
.382
305
.381
306
.381
307
.380
308
.380
309
.377
310
.374
311
.363
312
.363
313
.363
314
.363
315
.363
316
.363
317
.363
318
.362
319
.363
320
.363
321
.363
322
.363
323
.339
324
.338
325
.328
326
.311
327
.309
328
.305
329
.290
330
.285
331
.280
332
.268
333
.233
334
.204
335
.198
336
.164
337
.104
338
X
339
X
340
X
341
X
342
X
343
X
344
X
345
X
346
X
347
X
348
X
349
X
350
X
351
X
352
X
353
X
354
X
355
X
356
X
357
X
358
X
359
X
360
X
361
X
362
X

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