Sleep staging on WSC (AUC/AUPRC)
98.1AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFprotocol=Linear probing2026.02 | 98.1 | 90.6 | |
| SleepFMprotocol=Linear probing2026.02 | 97.7 | 89.2 | |
| MAEprotocol=Linear probing2026.02 | 97.7 | 89.1 | |
| ARprotocol=Linear probing2026.02 | 97.6 | 89.3 | |
| VQ-VAEprotocol=Linear probing2026.02 | 97.2 | 88.1 | |
| DINOprotocol=Linear probing2026.02 | 96.2 | 85.3 | |
| SimCLRprotocol=Linear probing2026.02 | 84.2 | 56.3 |