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("Hebart2023-match")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
1.0
2
.534
3
.503
4
.498
5
.494
6
.490
7
.489
8
.488
9
.483
10
.483
11
.476
12
.476
13
.476
14
.470
15
.469
16
.464
17
.463
18
.416
19
.408
20
.407
21
.407
22
.404
23
.399
24
.396
25
.396
26
.387
27
.381
28
.379
29
.375
30
.375
31
.372
32
.371
33
.368
34
.364
35
.364
36
.363
37
.361
38
.358
39
.358
40
.358
41
.358
42
.357
43
.356
44
.354
45
.354
46
.354
47
.352
48
.352
49
.351
50
.350
51
.350
52
.349
53
.349
54
.347
55
.347
56
.347
57
.347
58
.347
59
.346
60
.346
61
.345
62
.344
63
.342
64
.342
65
.342
66
.338
67
.338
68
.336
69
.336
70
.333
71
.330
72
.330
73
.330
74
.329
75
.326
76
.326
77
.325
78
.322
79
.320
80
.319
81
.318
82
.317
83
.316
84
.313
85
.311
86
.308
87
.307
88
.304
89
.297
90
.296
91
.291
92
.291
93
.290
94
.289
95
.288
96
.288
97
.286
98
.286
99
.281
100
.279
101
.278
102
.273
103
.272
104
.271
105
.271
106
.270
107
.266
108
.265
109
.265
110
.265
111
.263
112
.260
113
.258
114
.257
115
.256
116
.255
117
.254
118
.254
119
.254
120
.253
121
.253
122
.250
123
.247
124
.244
125
.242
126
.242
127
.238
128
.238
129
.238
130
.238
131
.237
132
.233
133
.228
134
.224
135
.220
136
.219
137
.217
138
.209
139
.207
140
.206
141
.203
142
.202
143
.200
144
.199
145
.198
146
.191
147
.191
148
.188
149
.185
150
.176
151
.175
152
.173
153
.169
154
.166
155
.157
156
.153
157
.150
158
.142
159
.139
160
.133
161
.132
162
.129
163
.117
164
.117
165
.116
166
.115
167
.114
168
.113
169
.110
170
.105
171
.103
172
.099
173
.097
174
.089
175
.089
176
.088
177
.086
178
.085
179
.083
180
.083
181
.080
182
.071
183
.070
184
.070
185
.059
186
.056
187
.055
188
.053
189
.052
190
.051
191
.051
192
.051
193
.048
194
.048
195
.047
196
.047
197
.046
198
.045
199
.045
200
.041
201
.040
202
.040
203
.035
204
.032
205
.029
206
.029
207
.029
208
.028
209
.024
210
.023
211
.022
212
.013
213
.009
214
.003
215
.000
216
.000
217
X
218
X
219
X
220
X
221
X
222
X

Benchmark bibtex

None

Ceiling

0.68.

Note that scores are relative to this ceiling.

Data: Hebart2023

Metric: match