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Benchmarks
Unsupervised cross-modal knowledge transfer on WESAD ECG -> PPG (test)
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49.57
Balanced Accuracy
BioX-Bridge
32.6804
37.0652
41.45
45.8348
Oct 2, 2025
Balanced Accuracy
F1 Macro
F1 Weighted
Updated 4d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
F1 Macro
F1 Weighted
BioX-Bridge
Input Modality=PPG, Tr...
2025.10
49.57
42.28
47.44
Oracle
Input Modality=ECG
2025.10
49.47
51.05
62.48
KD
Input Modality=PPG, Tr...
2025.10
47.86
43.08
45.75
KD-Contrast
Input Modality=PPG, Tr...
2025.10
45.31
42.75
47.2
CardioGAN
Input Modality=PPG
2025.10
39.32
19.63
20.33
Random
2025.10
33.33
31.29
35.38
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