Sleep staging on CCSHS (AUC/AUPRC)
98.6AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFprotocol=Linear probing2026.02 | 98.6 | 96.7 | |
| SleepFMprotocol=Linear probing2026.02 | 97.8 | 94.9 | |
| MAEprotocol=Linear probing2026.02 | 97.7 | 94.8 | |
| ARprotocol=Linear probing2026.02 | 97.6 | 94.4 | |
| VQ-VAEprotocol=Linear probing2026.02 | 97.4 | 93.6 | |
| DINOprotocol=Linear probing2026.02 | 95.6 | 88.9 | |
| SimCLRprotocol=Linear probing2026.02 | 84.5 | 65.4 |