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Benchmarks
Cross-modal knowledge transfer on ISRUC EEG (Old) → ECG (New) (test)
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80.13
BAcc
Oracle (Supervised)
48.7948
56.9299
65.065
73.2001
Oct 2, 2025
BAcc
F1 (Macro)
F1 (Weighted)
Updated 1mo ago
Evaluation Results
Method
Method
Links
BAcc
F1 (Macro)
F1 (Weighted)
Oracle (Supervised)
Input=EEG
2025.10
80.13
82.06
87.19
KD-Contrast
Input=ECG, Params=30.4M
2025.10
60.66
56.56
63.57
KD
Input=ECG, Params=30.4M
2025.10
60.24
61.01
72.96
BioX-Bridge
Input=ECG, Params=1.8M
2025.10
60.11
61.2
74.02
Random
2025.10
50
46.48
53.52
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