MROS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Oxygen Desaturation Detection | MROS | AUC68.4 | 21 | |
| Hypopnea Detection | MROS | AUC62.9 | 21 | |
| Arousal Detection | MROS | AUC83.9 | 21 | |
| Sleep Staging | MROS | AUC94.5 | 21 | |
| Central Apnea detection | MROS SleepBench (OOD evaluation cohort) | AUC98.1 | 15 | |
| Oxygen Desaturation detection | MROS SleepBench OOD evaluation cohort | AUC83.5 | 15 | |
| Hypopnea detection | MROS SleepBench (OOD evaluation cohort) | AUC85.1 | 15 | |
| Arousal detection | MROS SleepBench (OOD evaluation cohort) | AUC94.6 | 15 | |
| Sleep Staging | MROS SleepBench (OOD evaluation cohort) | AUC97.9 | 15 | |
| Hypertension Prediction | MROS | AUC66.3 | 8 | |
| Diabetes Prediction | MROS | AUC62.3 | 8 | |
| Coronary Disease Prediction | MROS | AUC68.1 | 8 | |
| Heart-rate prediction | MROS | MAE2.17 | 7 | |
| Sleep Staging | mros in-distribution (test) | Macro F178 | 4 | |
| Sleep Stage Classification | MROS | Macro F177 | 2 | |
| OSA severity prediction | MrOS | F1 Score77.7 | 1 |
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