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THINGS-MEG

Benchmarks

Task NameDataset NameSOTA ResultTrend
200-way retrievalTHINGS-MEG Intra-subject
Top-1 Accuracy48
33
Brain-to-image retrievalTHINGS-MEG Intra-subject (test)
Top-1 Accuracy70
30
Brain-to-image retrievalTHINGS-MEG Inter-subject
Average Top-1 Score6.1
26
200-way zero-shot retrievalTHINGS-MEG (Inter-subject)
Top-1 Accuracy (Avg)9.5
12
Image RetrievalTHINGS-MEG (Average)
Top-1 Accuracy32.3
10
Image RetrievalTHINGS-MEG (Subject 3)
Top-1 Accuracy36.3
10
Image RetrievalTHINGS-MEG (Subject 2)
Top-1 Accuracy61.5
10
Image RetrievalTHINGS-MEG (Subject 1)
Top-1 Accuracy17.2
10
Brain-to-image retrievalTHINGS-MEG Intra-subject
Retrieval Accuracy Subject 153.6
8
RetrievalTHINGS-MEG (test)
Top-1 Accuracy33.7
7
200-way retrievalTHINGS-MEG Inter-subject LOSO
Subject 1 Accuracy0.131
6
200-way Zero-shot RetrievalTHINGS-MEG (test)
Sub-01 Top-1 Accuracy22.1
5
Brain Signal GenerationTHINGS-MEG Within-subject
MSE0.663
4
Image RetrievalThings-MEG in-subject
Subject 1 Top-1 Accuracy9.2
3
Image RetrievalThings-MEG cross-subject
Subject 1 Top-1 Accuracy2.7
2
Image ReconstructionThings-MEG
PixCorr0.104
2
Image ReconstructionTHINGS-MEG Sub-04
PixCorr0.113
1
Image ReconstructionTHINGS-MEG Sub-03
PixCorr0.152
1
Image ReconstructionTHINGS-MEG Sub-02
PixCorr0.109
1
Image ReconstructionTHINGS-MEG Sub-01
PixCorr0.121
1
Brain Signal GenerationTHINGS-MEG Cross-subject
MSE0.768
1
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