| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SHHS (test) | SynthSleepNet + TCM | Accuracy89.6 | 38 | 1mo ago | |
| MROS | OSF | AUC62.9 | 21 | 1mo ago | |
| SHHS | OSF | AUC87.6 | 15 | 1mo ago | |
| MROS SleepBench (OOD evaluation cohort) | MAE | AUC85.1 | 15 | 1mo ago | |
| SHHS 5% labeled data 1.0 (test) | SynthSleepNet+TCM | Accuracy77.52 | 12 | 1mo ago | |
| SHHS 1% labeled data 1.0 (test) | SynthSleepNet+TCM | Accuracy (ACC)76.93 | 12 | 1mo ago |
