Sleep Stage Classification on SHHS-2 SHHS-1 (test)
92.79AccuracySTDA-Net
Evaluation Results
| Method | Links | |
|---|---|---|
| STDA-NetInput representation=2D EEG spectrogram2026.05 | 92.79 | |
| ADAADLInput representation=1D EEG2026.05 | 90.38 | |
| ADJLDAInput representation=1D EEG2026.05 | 88.38 | |
| ADAADLInput representation=1D EEG2026.05 | 87.47 | |
| ADJLDAInput representation=1D EEG2026.05 | 85.47 | |
| STDA-NetInput representation=2D EEG spectrogram2026.05 | 85.1 | |
| ADASTInput representation=1D EEG2026.05 | 80.2 | |
| DIRT-TInput representation=1D EEG2026.05 | 79.28 | |
| MDDAInput representation=1D EEG2026.05 | 77.45 | |
| Deep CORALInput representation=1D EEG2026.05 | 77.34 | |
| CDANInput representation=1D EEG2026.05 | 76.42 | |
| DSANInput representation=1D EEG2026.05 | 75.8 | |
| DANNInput representation=1D EEG2026.05 | 74.76 | |
| ADDAInput representation=1D EEG2026.05 | 74.53 | |
| ADASTInput representation=1D EEG2026.05 | 73.27 | |
| DSANInput representation=1D EEG2026.05 | 69.23 | |
| MDDAInput representation=1D EEG2026.05 | 68.82 | |
| CDANInput representation=1D EEG2026.05 | 67.21 | |
| DIRT-TInput representation=1D EEG2026.05 | 67.16 | |
| DANNInput representation=1D EEG2026.05 | 65.37 | |
| Deep CORALInput representation=1D EEG2026.05 | 62.67 | |
| ADDAInput representation=1D EEG2026.05 | 58.76 |