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Benchmarks
Unsupervised cross-modal knowledge transfer on ISRUC ECG → EEG
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0.6592
Balanced Accuracy
KD-Contrast
0.493632
0.536616
0.5796
0.622584
Oct 2, 2025
Balanced Accuracy
F1 Macro
F1 Weighted
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
F1 Macro
F1 Weighted
KD-Contrast
Input Modality=EEG, Tr...
2025.10
0.6592
0.6291
0.7027
Oracle
Input Modality=ECG
2025.10
0.6354
0.6554
0.7686
BioX-Bridge
Input Modality=EEG, Tr...
2025.10
0.6255
0.6437
0.7642
KD
Input Modality=EEG, Tr...
2025.10
0.6224
0.6369
0.7527
Random
2025.10
0.5
0.4648
0.5352
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