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
.545
174
.543
175
.541
176
.537
177
.534
178
.532
179
.531
180
.525
181
.519
182
.518
183
.517
184
.516
185
.512
186
.509
187
.507
188
.506
189
.505
190
.504
191
.503
192
.502
193
.498
194
.497
195
.496
196
.494
197
.494
198
.493
199
.491
200
.489
201
.484
202
.481
203
.480
204
.476
205
.471
206
.470
207
.467
208
.466
209
.462
210
.451
211
.448
212
.447
213
.442
214
.440
215
.440
216
.433
217
.427
218
.426
219
.426
220
.425
221
.423
222
.423
223
.423
224
.418
225
.417
226
.417
227
.414
228
.414
229
.412
230
.411
231
.409
232
.408
233
.404
234
.399
235
.397
236
.396
237
.394
238
.395
239
.394
240
.394
241
.392
242
.392
243
.390
244
.389
245
.390
246
.389
247
.389
248
.389
249
.389
250
.390
251
.390
252
.390
253
.390
254
.390
255
.389
256
.389
257
.390
258
.390
259
.389
260
.389
261
.389
262
.390
263
.390
264
.389
265
.389
266
.389
267
.389
268
.390
269
.389
270
.389
271
.389
272
.389
273
.390
274
.389
275
.389
276
.390
277
.389
278
.390
279
.389
280
.390
281
.389
282
.389
283
.389
284
.389
285
.389
286
.389
287
.388
288
.388
289
.389
290
.389
291
.389
292
.389
293
.389
294
.389
295
.388
296
.389
297
.389
298
.388
299
.388
300
.389
301
.388
302
.388
303
.388
304
.388
305
.387
306
.387
307
.387
308
.387
309
.387
310
.386
311
.387
312
.386
313
.386
314
.386
315
.385
316
.385
317
.385
318
.386
319
.385
320
.385
321
.386
322
.385
323
.384
324
.384
325
.379
326
.374
327
.369
328
.368
329
.361
330
.358
331
.355
332
.344
333
.336
334
.334
335
.329
336
.328
337
.324
338
.319
339
.314
340
.314
341
.312
342
.311
343
.306
344
.305
345
.303
346
.297
347
.281
348
.280
349
.269
350
.265
351
.257
352
.255
353
.245
354
.222
355
.217
356
.198
357
.197
358
.190
359
.188
360
.177
361
.160
362
.156
363
.156
364
.156
365
.156
366
.156
367
.156
368
.156
369
.156
370
.028
371
.000
372
.000
373
.000
374
.000
375
.000
376
.000
377
.000
378
.000
379
.000
380
.000
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404

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