Arousal Detection on MROS
83.9AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFFew-shot=502026.02 | 83.9 | 77.3 | |
| MTAEFew-shot=502026.02 | 76.5 | 68.9 | |
| SleepFMFew-shot=502026.02 | 72.3 | 65.8 | |
| DINOFew-shot=502026.02 | 72.1 | 64.5 | |
| ARFew-shot=502026.02 | 72 | 64.8 | |
| VQ-VAEFew-shot=502026.02 | 68.6 | 62.3 | |
| OSFFew-shot=52026.02 | 67.9 | 61.3 | |
| OSFk=12026.02 | 61.4 | 57 | |
| ARFew-shot=52026.02 | 57.1 | 54 | |
| DINOFew-shot=52026.02 | 56.8 | 53.3 | |
| MTAEFew-shot=52026.02 | 56.7 | 53.7 | |
| SleepFMk=12026.02 | 56.6 | 53.8 | |
| VQ-VAEk=12026.02 | 56 | 53.3 | |
| SimCLRFew-shot=502026.02 | 55.8 | 53.1 | |
| SleepFMFew-shot=52026.02 | 55.5 | 53 | |
| SimCLRFew-shot=52026.02 | 54.2 | 52.2 | |
| DINOk=12026.02 | 52.7 | 51.2 | |
| VQ-VAEFew-shot=52026.02 | 52.2 | 51.1 | |
| SimCLRk=12026.02 | 51.2 | 50.6 | |
| MTAEk=12026.02 | 49.3 | 50 | |
| ARk=12026.02 | 48 | 49.4 |