Sleep Staging on MROS
94.5AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFFew-shot=502026.02 | 94.5 | 82.5 | |
| MTAEFew-shot=502026.02 | 92.1 | 79.6 | |
| ARFew-shot=502026.02 | 90.8 | 75.4 | |
| OSFFew-shot=52026.02 | 89.2 | 70.1 | |
| DINOFew-shot=502026.02 | 87.4 | 67 | |
| SleepFMFew-shot=502026.02 | 85.9 | 64 | |
| VQ-VAEFew-shot=502026.02 | 85.3 | 63.3 | |
| DINOFew-shot=52026.02 | 82.8 | 55.8 | |
| MTAEFew-shot=52026.02 | 82.6 | 59.2 | |
| ARFew-shot=52026.02 | 81.9 | 60.1 | |
| VQ-VAEFew-shot=52026.02 | 78.1 | 51.8 | |
| OSFk=12026.02 | 75.9 | 48.9 | |
| SleepFMFew-shot=52026.02 | 71.8 | 45.3 | |
| ARk=12026.02 | 67.6 | 43.4 | |
| DINOk=12026.02 | 67 | 41.6 | |
| MTAEk=12026.02 | 63 | 36.6 | |
| VQ-VAEk=12026.02 | 62.6 | 33.7 | |
| SleepFMk=12026.02 | 59.6 | 32.3 | |
| SimCLRFew-shot=502026.02 | 56.6 | 29.1 | |
| SimCLRFew-shot=52026.02 | 53 | 27.1 | |
| SimCLRk=12026.02 | 50.8 | 25.1 |