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
.728
113
.727
114
.726
115
.725
116
.723
117
.719
118
.719
119
.713
120
.710
121
.711
122
.702
123
.691
124
.688
125
.689
126
.686
127
.681
128
.680
129
.679
130
.680
131
.677
132
.674
133
.669
134
.664
135
.664
136
.664
137
.658
138
.658
139
.658
140
.652
141
.635
142
.632
143
.627
144
.628
145
.626
146
.624
147
.624
148
.622
149
.621
150
.620
151
.619
152
.613
153
.611
154
.610
155
.609
156
.609
157
.603
158
.601
159
.601
160
.598
161
.597
162
.595
163
.592
164
.589
165
.588
166
.587
167
.584
168
.582
169
.580
170
.578
171
.573
172
.567
173
.562
174
.557
175
.556
176
.555
177
.555
178
.554
179
.551
180
.550
181
.547
182
.546
183
.545
184
.543
185
.541
186
.537
187
.534
188
.532
189
.531
190
.525
191
.519
192
.518
193
.517
194
.518
195
.516
196
.515
197
.512
198
.509
199
.507
200
.506
201
.505
202
.504
203
.503
204
.502
205
.498
206
.497
207
.496
208
.494
209
.494
210
.493
211
.493
212
.491
213
.492
214
.489
215
.488
216
.485
217
.481
218
.480
219
.477
220
.476
221
.471
222
.470
223
.467
224
.466
225
.462
226
.451
227
.448
228
.447
229
.442
230
.440
231
.440
232
.433
233
.427
234
.426
235
.426
236
.425
237
.423
238
.423
239
.423
240
.418
241
.417
242
.417
243
.414
244
.414
245
.411
246
.410
247
.409
248
.408
249
.404
250
.404
251
.404
252
.402
253
.399
254
.397
255
.397
256
.396
257
.394
258
.395
259
.394
260
.394
261
.392
262
.392
263
.390
264
.389
265
.390
266
.389
267
.389
268
.389
269
.389
270
.390
271
.390
272
.390
273
.390
274
.390
275
.389
276
.389
277
.390
278
.390
279
.389
280
.389
281
.390
282
.389
283
.389
284
.390
285
.390
286
.389
287
.389
288
.389
289
.389
290
.390
291
.389
292
.389
293
.389
294
.389
295
.390
296
.389
297
.389
298
.390
299
.389
300
.390
301
.389
302
.390
303
.389
304
.389
305
.389
306
.389
307
.389
308
.389
309
.389
310
.388
311
.388
312
.389
313
.389
314
.389
315
.389
316
.389
317
.389
318
.388
319
.389
320
.389
321
.388
322
.388
323
.389
324
.388
325
.388
326
.388
327
.388
328
.387
329
.387
330
.387
331
.387
332
.387
333
.387
334
.386
335
.386
336
.385
337
.385
338
.384
339
.384
340
.379
341
.374
342
.369
343
.368
344
.363
345
.361
346
.358
347
.355
348
.344
349
.336
350
.334
351
.329
352
.328
353
.324
354
.322
355
.319
356
.314
357
.314
358
.312
359
.311
360
.311
361
.306
362
.305
363
.303
364
.297
365
.288
366
.281
367
.280
368
.276
369
.273
370
.271
371
.269
372
.265
373
.260
374
.257
375
.255
376
.247
377
.245
378
.237
379
.231
380
.222
381
.217
382
.217
383
.198
384
.197
385
.190
386
.188
387
.177
388
.160
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
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

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