Arousal Classification on Physiological dataset
53Macro F1 ScoreProposed PPG Foundation Model
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed PPG Foundation ModelEvaluation Protocol=5-fold cross-validation, Fold count=5, Input segment length=10s2026.06 | 53 | 57 | 57 | |
| SimCLREvaluation Protocol=5-fold cross-validation, Fold count=5, Input segment length=10s2026.06 | 52 | 56 | 56 | |
| BYOLEvaluation Protocol=5-fold cross-validation, Fold count=5, Input segment length=10s2026.06 | 51 | 57 | 55 |