Sleep staging on CHAT (AUC/AUPRC)
98.4AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFprotocol=Linear probing2026.02 | 98.4 | 96.2 | |
| MAEprotocol=Linear probing2026.02 | 97.9 | 94.9 | |
| SleepFMprotocol=Linear probing2026.02 | 97.8 | 95.1 | |
| ARprotocol=Linear probing2026.02 | 97.8 | 94.5 | |
| VQ-VAEprotocol=Linear probing2026.02 | 97.6 | 93.8 | |
| DINOprotocol=Linear probing2026.02 | 96.5 | 90.7 | |
| SimCLRprotocol=Linear probing2026.02 | 87.9 | 70.2 |