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
.920
13
.899
14
.887
15
.871
16
.870
17
.863
18
.863
19
.857
20
.848
21
.848
22
.847
23
.847
24
.844
25
.839
26
.838
27
.834
28
.832
29
.829
30
.828
31
.827
32
.824
33
.822
34
.820
35
.815
36
.810
37
.808
38
.807
39
.807
40
.805
41
.795
42
.794
43
.793
44
.794
45
.794
46
.789
47
.789
48
.785
49
.782
50
.781
51
.780
52
.779
53
.775
54
.770
55
.768
56
.767
57
.765
58
.765
59
.764
60
.762
61
.759
62
.756
63
.756
64
.754
65
.754
66
.753
67
.752
68
.751
69
.752
70
.752
71
.751
72
.749
73
.749
74
.748
75
.747
76
.747
77
.747
78
.747
79
.748
80
.747
81
.747
82
.747
83
.746
84
.744
85
.742
86
.742
87
.743
88
.743
89
.742
90
.742
91
.740
92
.740
93
.740
94
.738
95
.737
96
.736
97
.736
98
.736
99
.736
100
.738
101
.737
102
.735
103
.736
104
.735
105
.736
106
.735
107
.735
108
.734
109
.733
110
.732
111
.729
112
.729
113
.728
114
.727
115
.726
116
.725
117
.723
118
.719
119
.719
120
.713
121
.710
122
.711
123
.702
124
.691
125
.688
126
.689
127
.686
128
.681
129
.680
130
.679
131
.680
132
.677
133
.674
134
.669
135
.664
136
.664
137
.664
138
.658
139
.658
140
.658
141
.652
142
.635
143
.632
144
.627
145
.628
146
.626
147
.624
148
.624
149
.622
150
.621
151
.620
152
.619
153
.613
154
.611
155
.610
156
.609
157
.609
158
.603
159
.601
160
.601
161
.598
162
.597
163
.595
164
.592
165
.589
166
.588
167
.587
168
.584
169
.582
170
.580
171
.578
172
.573
173
.567
174
.562
175
.557
176
.556
177
.555
178
.555
179
.554
180
.551
181
.550
182
.547
183
.546
184
.545
185
.543
186
.541
187
.537
188
.534
189
.532
190
.531
191
.525
192
.519
193
.518
194
.517
195
.518
196
.516
197
.515
198
.512
199
.509
200
.507
201
.506
202
.505
203
.504
204
.503
205
.502
206
.498
207
.497
208
.496
209
.494
210
.494
211
.493
212
.493
213
.491
214
.492
215
.489
216
.488
217
.485
218
.481
219
.480
220
.477
221
.476
222
.471
223
.470
224
.467
225
.466
226
.462
227
.451
228
.448
229
.447
230
.442
231
.440
232
.440
233
.433
234
.427
235
.426
236
.426
237
.425
238
.423
239
.423
240
.423
241
.418
242
.417
243
.417
244
.414
245
.414
246
.411
247
.410
248
.409
249
.408
250
.404
251
.404
252
.404
253
.402
254
.399
255
.397
256
.397
257
.396
258
.394
259
.395
260
.394
261
.394
262
.392
263
.392
264
.390
265
.389
266
.390
267
.389
268
.389
269
.389
270
.389
271
.390
272
.390
273
.390
274
.390
275
.390
276
.389
277
.389
278
.390
279
.390
280
.389
281
.389
282
.390
283
.389
284
.389
285
.390
286
.390
287
.389
288
.389
289
.389
290
.389
291
.390
292
.389
293
.389
294
.389
295
.389
296
.390
297
.389
298
.389
299
.390
300
.389
301
.390
302
.389
303
.390
304
.389
305
.389
306
.389
307
.389
308
.389
309
.389
310
.389
311
.388
312
.388
313
.389
314
.389
315
.389
316
.389
317
.389
318
.389
319
.388
320
.389
321
.389
322
.388
323
.388
324
.389
325
.388
326
.388
327
.388
328
.388
329
.387
330
.387
331
.387
332
.387
333
.387
334
.387
335
.386
336
.386
337
.385
338
.385
339
.384
340
.384
341
.379
342
.374
343
.369
344
.368
345
.363
346
.361
347
.358
348
.355
349
.344
350
.336
351
.334
352
.329
353
.328
354
.324
355
.322
356
.319
357
.314
358
.314
359
.312
360
.311
361
.311
362
.306
363
.305
364
.303
365
.297
366
.288
367
.281
368
.280
369
.276
370
.273
371
.271
372
.269
373
.265
374
.260
375
.257
376
.255
377
.247
378
.245
379
.237
380
.231
381
.222
382
.217
383
.217
384
.198
385
.197
386
.190
387
.188
388
.177
389
.160
390
.156
391
.156
392
.156
393
.156
394
.156
395
.156
396
.156
397
.028
398
.000
399
.000
400
.000
401
.000
402
.000
403
.000
404
.000
405
.000
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433

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