MESA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sleep Staging | MESA Target Domain V (test) | Accuracy76.1 | 8 | |
| Sleep stage prediction | MESA to SOF | Accuracy79.3 | 8 | |
| Sleep stage prediction | MESA to SHHS (target) | Accuracy83.4 | 8 | |
| Sleep stage prediction | MESA Outside → (58,75] Domain Interpolation | Accuracy84.7 | 8 | |
| Sleep stage prediction | MESA [54,58] → (58,95] Domain Extrapolation | Accuracy82.7 | 8 | |
| Sleep staging | MESA | AUC95.9 | 7 | |
| Sleep Staging | mesa in-distribution (test) | Macro F180 | 4 | |
| four-class cardio-respiratory sleep staging | MESA | Kappa_mu0.76 | 4 | |
| Sleep Stage Classification | MESA | Macro F181 | 2 |
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