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

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