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Brain-to-Image Retrieval on THINGS-MEG Intra-subject
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17.6
Retrieval Accuracy Subject 1 T-1
HyFI
8.344
10.747
13.15
15.553
Mar 24, 2026
Retrieval Accuracy Subject 1 T-1
Retrieval Accuracy Subject 1 T-5
Retrieval Accuracy Subject 2 T-1
Retrieval Accuracy Subject 2 T-5
Retrieval Accuracy Subject 3 T-1
Retrieval Accuracy Subject 3 T-5
Retrieval Accuracy Subject 4 T-1
Retrieval Accuracy Subject 4 T-5
Average Retrieval Accuracy T-1
Average Retrieval Accuracy T-5
Updated 24d ago
Evaluation Results
Method
Method
Links
Retrieval Accuracy Subject 1 T-1
Retrieval Accuracy Subject 1 T-5
Retrieval Accuracy Subject 2 T-1
Retrieval Accuracy Subject 2 T-5
Retrieval Accuracy Subject 3 T-1
Retrieval Accuracy Subject 3 T-5
Retrieval Accuracy Subject 4 T-1
Retrieval Accuracy Subject 4 T-5
Average Retrieval Accuracy T-1
Average Retrieval Accuracy T-5
HyFI
Zero-shot=true, 200-wa...
2026.03
17.6
40.1
63.8
91.1
38
76.9
23.7
50.2
35.8
64.6
UBP
Zero-shot=true, 200-wa...
2026.03
15
38
46
80.5
27.3
59
18.5
43.5
26.7
55.2
NICE
Zero-shot=true, 200-wa...
2026.03
8.7
30.5
21.8
56.6
16.5
49.7
10.3
32.3
14.3
42.3
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