DREAMT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Binary Classification (Sleep/Wake) | Dreamt (Leave-one-participant-out (LOPO)) | Balanced Accuracy78 | 7 | |
| Binary Classification (Sleep/Wake) | Dreamt Time-Aware (TA) | Balanced Accuracy73 | 7 | |
| Binary Classification (Deep Sleep/REM) | Dreamt Time-Aware (TA) | Balanced Accuracy65 | 7 | |
| Sleep Classification | DREAMT | AUROC0.965 | 4 | |
| Skin Temperature Regression | DREAMT | RMSE0.6 | 4 | |
| Skin Temperature Regression | DREAMT (test) | RMSE (°C)0.6 | 3 | |
| Binary Sleep Classification | DREAMT (test) | AUROC0.965 | 3 |
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