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

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