Sleep Staging on SHHS (AUC/AUPRC)
97.9AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFEval=FT2026.02 | 97.9 | 94.3 | |
| OSFEval=LP2026.02 | 97.5 | 93.2 | |
| VQ-VAEEval=FT2026.02 | 97.5 | 93.4 | |
| MAEEval=FT2026.02 | 97.4 | 93 | |
| AREval=FT2026.02 | 97.4 | 93.1 | |
| DINOEval=FT2026.02 | 97.1 | 92.4 | |
| ViTEval=Supervised2026.02 | 97 | 92.3 | |
| SleepFMEval=FT2026.02 | 97 | 92 | |
| MAEEval=LP2026.02 | 96.9 | 91.9 | |
| AREval=LP2026.02 | 96.9 | 91.8 | |
| VQ-VAEEval=LP2026.02 | 96.7 | 91.3 | |
| SleepFMEval=LP2026.02 | 96.6 | 91.1 | |
| SimCLREval=FT2026.02 | 95.4 | 88.3 | |
| DINOEval=LP2026.02 | 95.1 | 87.4 | |
| SimCLREval=LP2026.02 | 86.1 | 67.4 |