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Benchmarks
Unsupervised cross-modal knowledge transfer on ISRUC EEG → ECG
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80.13
Balanced Accuracy
Oracle
48.7948
56.9299
65.065
73.2001
Oct 2, 2025
Balanced Accuracy
F1 Macro
F1 Weighted
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
F1 Macro
F1 Weighted
Oracle
Input Modality=EEG, Tr...
2025.10
80.13
82.06
87.19
KD-Contrast
Input Modality=ECG, Tr...
2025.10
60.66
56.56
63.57
KD
Input Modality=ECG, Tr...
2025.10
60.24
61.01
72.96
BioX-Bridge
Input Modality=ECG, Tr...
2025.10
60.11
61.2
74.02
Random
Input Modality=-, Trai...
2025.10
50
46.48
53.52
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