CFS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sleep Stage Classification | CFS (test) | AUROC88.3 | 25 | |
| Oxygen Desaturation Classification | CFS (test) | AUROC65.2 | 25 | |
| Sleep Stage classification | CFS unseen (test) | AUC87.6 | 15 | |
| Sleep Stage Classification | CFS | Macro F182 | 10 | |
| Oxygen Desaturation detection | CFS unseen (test) | AUC84.1 | 9 | |
| Arousal detection | CFS unseen (test) | AUC89.2 | 9 | |
| Sleep staging | CFS | AUC97.9 | 7 | |
| Hypopnea Detection | CFS (test) | AUC0.751 | 6 | |
| Sleep Staging | cfs in-distribution (test) | Macro F1 Score0.83 | 4 | |
| Hypopnea detection | CFS unseen (test) | AUC85 | 3 | |
| Information Extraction | CFS | Precision24.1 | 2 | |
| OSA severity prediction | CFS | F1 Score78.6 | 1 |
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