| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SHHS (test) | SynthSleepNet + TCM | Accuracy89.6 | 38 | 5mo ago | |
| MROS | OSF | AUC62.9 | 21 | 4mo ago | |
| SHHS | OSF | AUC87.6 | 15 | 4mo ago | |
| MROS SleepBench (OOD evaluation cohort) | MAE | AUC85.1 | 15 | 4mo ago | |
| SHHS 5% labeled data 1.0 (test) | SynthSleepNet+TCM | Accuracy77.52 | 12 | 5mo ago | |
| SHHS 1% labeled data 1.0 (test) | SynthSleepNet+TCM | Accuracy (ACC)76.93 | 12 | 4mo ago | |
| CFS (test) | SleepLM | AUC0.751 | 6 | 23d ago | |
| CFS unseen (test) | Chronos-2 | AUC85 | 3 | 23d ago |
