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
.675
143
.672
144
.670
145
.668
146
.667
147
.667
148
.665
149
.664
150
.663
151
.663
152
.659
153
.658
154
.656
155
.649
156
.645
157
.643
158
.640
159
.640
160
.639
161
.638
162
.634
163
.633
164
.632
165
.632
166
.630
167
.630
168
.630
169
.626
170
.626
171
.626
172
.624
173
.625
174
.624
175
.622
176
.621
177
.621
178
.620
179
.617
180
.616
181
.615
182
.615
183
.614
184
.613
185
.612
186
.613
187
.610
188
.609
189
.607
190
.608
191
.607
192
.606
193
.605
194
.605
195
.603
196
.603
197
.602
198
.600
199
.597
200
.598
201
.597
202
.596
203
.592
204
.591
205
.591
206
.589
207
.589
208
.587
209
.585
210
.584
211
.584
212
.584
213
.582
214
.581
215
.581
216
.579
217
.579
218
.579
219
.578
220
.578
221
.577
222
.577
223
.575
224
.574
225
.574
226
.572
227
.571
228
.567
229
.567
230
.565
231
.565
232
.561
233
.560
234
.557
235
.556
236
.556
237
.555
238
.554
239
.552
240
.552
241
.547
242
.540
243
.539
244
.538
245
.536
246
.535
247
.535
248
.533
249
.531
250
.531
251
.529
252
.527
253
.526
254
.521
255
.514
256
.512
257
.509
258
.506
259
.505
260
.503
261
.497
262
.492
263
.491
264
.490
265
.484
266
.480
267
.479
268
.476
269
.473
270
.472
271
.471
272
.470
273
.468
274
.456
275
.450
276
.448
277
.445
278
.445
279
.440
280
.440
281
.438
282
.438
283
.435
284
.433
285
.417
286
.413
287
.409
288
.404
289
.404
290
.404
291
.403
292
.401
293
.400
294
.398
295
.397
296
.396
297
.395
298
.392
299
.391
300
.384
301
.382
302
.382
303
.382
304
.381
305
.381
306
.382
307
.381
308
.381
309
.380
310
.380
311
.377
312
.374
313
.363
314
.363
315
.363
316
.363
317
.363
318
.363
319
.363
320
.362
321
.363
322
.363
323
.363
324
.363
325
.339
326
.338
327
.328
328
.311
329
.309
330
.305
331
.290
332
.285
333
.280
334
.268
335
.233
336
.204
337
.198
338
.164
339
.104
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
363
X
364
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