Sleep staging on NCHSDB
95.8AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFprotocol=Linear probing2026.02 | 95.8 | 90.1 | |
| SleepFMprotocol=Linear probing2026.02 | 95.2 | 89 | |
| MAEprotocol=Linear probing2026.02 | 95 | 88.3 | |
| ARprotocol=Linear probing2026.02 | 94.7 | 87.4 | |
| VQ-VAEprotocol=Linear probing2026.02 | 93.8 | 85.2 | |
| DINOprotocol=Linear probing2026.02 | 91.2 | 78.8 | |
| SimCLRprotocol=Linear probing2026.02 | 80.3 | 56.5 |