Arousal Detection on SHHS
95.7AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFEval=FT2026.02 | 95.7 | 92.1 | |
| SleepFMEval=FT2026.02 | 95.1 | 91 | |
| VQ-VAEEval=FT2026.02 | 94.7 | 90.7 | |
| MAEEval=FT2026.02 | 94.6 | 90.6 | |
| AREval=FT2026.02 | 94.2 | 90 | |
| OSFEval=LP2026.02 | 94 | 89.3 | |
| DINOEval=FT2026.02 | 93.8 | 89.3 | |
| SleepFMEval=LP2026.02 | 92.2 | 86.3 | |
| MAEEval=LP2026.02 | 91.4 | 85.7 | |
| AREval=LP2026.02 | 90.6 | 88.4 | |
| VQ-VAEEval=LP2026.02 | 89.4 | 83 | |
| ViTEval=Supervised2026.02 | 88.7 | 82.3 | |
| DINOEval=LP2026.02 | 87 | 79.9 | |
| SimCLREval=FT2026.02 | 85.8 | 78.4 | |
| SimCLREval=LP2026.02 | 71.9 | 64.2 |