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("tong.Coggan2024_fMRI.V4-rdm")
score = benchmark(my_model)

Model scores

Min Alignment Max Alignment

Rank

Model

Score

1
.277
2
.215
3
.206
4
.199
5
.197
6
.171
7
.171
8
.169
9
.164
10
.161
11
.157
12
.155
13
.153
14
.145
15
.144
16
.143
17
.135
18
.134
19
.134
20
.132
21
.131
22
.126
23
.126
24
.124
25
.123
26
.120
27
.115
28
.107
29
.105
30
.093
31
.090
32
.090
33
.090
34
.089
35
.087
36
.084
37
.081
38
.081
39
.080
40
.079
41
.079
42
.079
43
.075
44
.075
45
.075
46
.074
47
.071
48
.070
49
.069
50
.069
51
.069
52
.068
53
.067
54
.065
55
.065
56
.064
57
.064
58
.062
59
.062
60
.062
61
.060
62
.058
63
.057
64
.056
65
.056
66
.053
67
.053
68
.053
69
.052
70
.050
71
.050
72
.049
73
.047
74
.046
75
.044
76
.044
77
.043
78
.042
79
.040
80
.040
81
.039
82
.038
83
.038
84
.037
85
.036
86
.036
87
.035
88
.033
89
.033
90
.031
91
.031
92
.030
93
.029
94
.029
95
.028
96
.028
97
.028
98
.027
99
.026
100
.026
101
.025
102
.025
103
.024
104
.024
105
.024
106
.023
107
.023
108
.022
109
.022
110
.021
111
.021
112
.020
113
.018
114
.018
115
.017
116
.017
117
.016
118
.016
119
.016
120
.015
121
.015
122
.015
123
.015
124
.015
125
.014
126
.014
127
.014
128
.014
129
.014
130
.013
131
.013
132
.012
133
.011
134
.011
135
.010
136
.010
137
.010
138
.010
139
.009
140
.009
141
.009
142
.009
143
.008
144
.008
145
.008
146
.008
147
.008
148
.007
149
.007
150
.006
151
.006
152
.005
153
.005
154
.005
155
.005
156
.004
157
.004
158
.004
159
.003
160
.003
161
.002
162
.002
163
.002
164
.001
165
.001
166
.001
167
.000
168
.000
169
.000
170
.000
171
.000
172
.000
173
.000
174
.000
175
.001
176
.002
177
.003
178
.003
179
.003
180
.003
181
.003
182
.004
183
.004
184
.004
185
.005
186
.006
187
.007
188
.007
189
.007
190
.008
191
X
192
X
193
X
194
X
195
X
196
X
197
X
198
X
199
X
200
X
201
X
202
X
203
X
204
X
205
X
206
X

Benchmark bibtex

@inproceedings{santurkar2019computer,
    title={Computer Vision with a Single (Robust) Classifier},
    author={Shibani Santurkar and Dimitris Tsipras and Brandon Tran and Andrew Ilyas and Logan Engstrom and Aleksander Madry},
    booktitle={ArXiv preprint arXiv:1906.09453},
    year={2019}
}

Ceiling

Not available

Data: tong.Coggan2024_fMRI.V4

Metric: rdm