Sleep stage classification on Sleep-EDF to SHHS-1 cross-dataset
91.59Macro F1 ScoreSTDA-Net
Evaluation results
| Method | Links | |
|---|---|---|
| STDA-Net2026.05 | 91.59 | |
| STDA-Net2026.05 | 87.24 | |
| ADAADL2026.05 | 80.32 | |
| ADAADL2026.05 | 80.16 | |
| ADJLDA2026.05 | 77.32 | |
| ADJLDA2026.05 | 77.16 | |
| ADDA2026.05 | 71.21 | |
| DSAN2026.05 | 69.48 | |
| DIRT-T2026.05 | 68.34 | |
| DANN2026.05 | 66.67 | |
| CDAN2026.05 | 66.43 | |
| ADAST2026.05 | 66.21 | |
| Deep CORAL2026.05 | 65.96 | |
| MDDA2026.05 | 65.78 | |
| ADAST2026.05 | 63.82 | |
| ADDA2026.05 | 60.16 | |
| DIRT-T2026.05 | 58.48 | |
| DSAN2026.05 | 58.42 | |
| Deep CORAL2026.05 | 58.34 | |
| MDDA2026.05 | 58.12 | |
| DANN2026.05 | 57.89 | |
| CDAN2026.05 | 55.73 |