Unsupervised cross-modal knowledge transfer on ISRUC ECG → EEG
0.6592Balanced AccuracyKD-Contrast
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| KD-ContrastInput Modality=EEG, Trainable Parameters=5.8M2025.10 | 0.6592 | 0.6291 | 0.7027 | |
| OracleInput Modality=ECG2025.10 | 0.6354 | 0.6554 | 0.7686 | |
| BioX-BridgeInput Modality=EEG, Trainable Parameters=0.2M2025.10 | 0.6255 | 0.6437 | 0.7642 | |
| KDInput Modality=EEG, Trainable Parameters=5.8M2025.10 | 0.6224 | 0.6369 | 0.7527 | |
| Random2025.10 | 0.5 | 0.4648 | 0.5352 |