Hypopnea Detection on MROS
62.9AUCOSF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSFFew-shot=502026.02 | 62.9 | 54.9 | |
| MTAEFew-shot=502026.02 | 60.2 | 53.6 | |
| ARFew-shot=502026.02 | 58.8 | 53.2 | |
| DINOFew-shot=502026.02 | 57.2 | 52.7 | |
| SleepFMFew-shot=502026.02 | 56.3 | 52.3 | |
| OSFFew-shot=52026.02 | 55.9 | 52 | |
| OSFk=12026.02 | 55.4 | 51.8 | |
| VQ-VAEFew-shot=502026.02 | 51.5 | 50.5 | |
| VQ-VAEFew-shot=52026.02 | 51.1 | 50.4 | |
| ARFew-shot=52026.02 | 50.9 | 50.4 | |
| VQ-VAEk=12026.02 | 50.8 | 50.3 | |
| SimCLRFew-shot=502026.02 | 50.6 | 50.2 | |
| SimCLRFew-shot=52026.02 | 50 | 50 | |
| SimCLRk=12026.02 | 49.9 | 50 | |
| MTAEFew-shot=52026.02 | 49.7 | 49.9 | |
| SleepFMk=12026.02 | 49.3 | 49.8 | |
| SleepFMFew-shot=52026.02 | 49.3 | 49.8 | |
| MTAEk=12026.02 | 49.1 | 49.9 | |
| DINOFew-shot=52026.02 | 47.7 | 49.2 | |
| ARk=12026.02 | 47.4 | 49.4 | |
| DINOk=12026.02 | 45.8 | 48.7 |