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_diameter")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.983
2
.968
3
.964
4
.953
5
.948
6
.940
7
.938
8
.932
9
.926
10
.922
11
.919
12
.899
13
.887
14
.871
15
.870
16
.863
17
.863
18
.857
19
.848
20
.848
21
.847
22
.844
23
.839
24
.838
25
.834
26
.832
27
.829
28
.828
29
.827
30
.824
31
.820
32
.815
33
.810
34
.808
35
.807
36
.807
37
.805
38
.795
39
.794
40
.794
41
.789
42
.789
43
.785
44
.782
45
.781
46
.780
47
.779
48
.775
49
.770
50
.768
51
.767
52
.765
53
.765
54
.764
55
.762
56
.759
57
.756
58
.756
59
.754
60
.754
61
.753
62
.752
63
.751
64
.752
65
.752
66
.751
67
.749
68
.749
69
.747
70
.747
71
.747
72
.747
73
.748
74
.747
75
.747
76
.747
77
.746
78
.744
79
.742
80
.742
81
.743
82
.743
83
.742
84
.742
85
.740
86
.740
87
.740
88
.738
89
.737
90
.736
91
.736
92
.736
93
.736
94
.738
95
.737
96
.735
97
.736
98
.735
99
.736
100
.735
101
.735
102
.734
103
.733
104
.732
105
.729
106
.728
107
.727
108
.726
109
.725
110
.723
111
.719
112
.719
113
.713
114
.710
115
.710
116
.691
117
.688
118
.689
119
.686
120
.681
121
.680
122
.679
123
.677
124
.674
125
.669
126
.664
127
.664
128
.664
129
.658
130
.658
131
.658
132
.652
133
.635
134
.632
135
.627
136
.628
137
.626
138
.624
139
.624
140
.622
141
.621
142
.620
143
.619
144
.613
145
.611
146
.610
147
.609
148
.609
149
.603
150
.601
151
.601
152
.598
153
.597
154
.592
155
.589
156
.588
157
.587
158
.584
159
.582
160
.580
161
.578
162
.573
163
.567
164
.562
165
.557
166
.556
167
.555
168
.555
169
.554
170
.551
171
.550
172
.545
173
.543
174
.541
175
.537
176
.534
177
.532
178
.531
179
.525
180
.519
181
.518
182
.517
183
.516
184
.512
185
.509
186
.507
187
.506
188
.505
189
.504
190
.503
191
.502
192
.498
193
.497
194
.496
195
.494
196
.494
197
.493
198
.491
199
.489
200
.481
201
.480
202
.476
203
.471
204
.470
205
.467
206
.466
207
.462
208
.451
209
.448
210
.447
211
.442
212
.440
213
.440
214
.433
215
.427
216
.426
217
.426
218
.425
219
.423
220
.423
221
.423
222
.418
223
.417
224
.417
225
.414
226
.414
227
.411
228
.409
229
.408
230
.404
231
.399
232
.397
233
.396
234
.394
235
.395
236
.394
237
.394
238
.392
239
.392
240
.390
241
.389
242
.390
243
.389
244
.389
245
.389
246
.389
247
.390
248
.390
249
.390
250
.390
251
.390
252
.389
253
.389
254
.390
255
.390
256
.389
257
.389
258
.389
259
.390
260
.390
261
.389
262
.389
263
.389
264
.389
265
.390
266
.389
267
.389
268
.389
269
.389
270
.390
271
.389
272
.389
273
.390
274
.389
275
.390
276
.389
277
.390
278
.389
279
.389
280
.389
281
.389
282
.389
283
.389
284
.388
285
.388
286
.389
287
.389
288
.389
289
.389
290
.389
291
.389
292
.388
293
.389
294
.389
295
.388
296
.388
297
.389
298
.388
299
.388
300
.388
301
.388
302
.387
303
.387
304
.387
305
.387
306
.387
307
.386
308
.387
309
.386
310
.386
311
.386
312
.385
313
.385
314
.385
315
.385
316
.385
317
.386
318
.385
319
.384
320
.384
321
.379
322
.374
323
.369
324
.368
325
.361
326
.358
327
.355
328
.344
329
.336
330
.334
331
.329
332
.328
333
.324
334
.319
335
.314
336
.314
337
.312
338
.311
339
.306
340
.305
341
.303
342
.297
343
.281
344
.280
345
.269
346
.265
347
.257
348
.255
349
.245
350
.222
351
.217
352
.198
353
.197
354
.190
355
.188
356
.177
357
.160
358
.156
359
.156
360
.156
361
.156
362
.156
363
.156
364
.156
365
.156
366
.028
367
.000
368
.000
369
.000
370
.000
371
.000
372
.000
373
.000
374
.000
375
.000
376
.000
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400

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

0.95.

Note that scores are relative to this ceiling.

Data: Marques2020_Cavanaugh2002

Metric: surround_diameter