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

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