Sleep Stage Classification on SHHS Sleep-EDF 2 (test)
93.29AccuracySTDA-Net
Evaluation Results
| Method | Links | |
|---|---|---|
| STDA-NetInput representation=2D EEG spectrogram2026.05 | 93.29 | |
| ADAADLInput representation=1D EEG2026.05 | 89.01 | |
| ADAADLInput representation=1D EEG2026.05 | 87.89 | |
| ADJLDAInput representation=1D EEG2026.05 | 87.01 | |
| ADJLDAInput representation=1D EEG2026.05 | 85.89 | |
| STDA-NetInput representation=2D EEG spectrogram2026.05 | 82.32 | |
| ADASTInput representation=1D EEG2026.05 | 78.48 | |
| DSANInput representation=1D EEG2026.05 | 75.64 | |
| DIRT-TInput representation=1D EEG2026.05 | 74.75 | |
| CDANInput representation=1D EEG2026.05 | 74.56 | |
| ADDAInput representation=1D EEG2026.05 | 74.45 | |
| DSANInput representation=1D EEG2026.05 | 71.89 | |
| MDDAInput representation=1D EEG2026.05 | 70.82 | |
| MDDAInput representation=1D EEG2026.05 | 70.43 | |
| DANNInput representation=1D EEG2026.05 | 69.74 | |
| Deep CORALInput representation=1D EEG2026.05 | 69.73 | |
| DANNInput representation=1D EEG2026.05 | 68.85 | |
| ADASTInput representation=1D EEG2026.05 | 68.57 | |
| CDANInput representation=1D EEG2026.05 | 67.23 | |
| ADDAInput representation=1D EEG2026.05 | 65.72 | |
| Deep CORALInput representation=1D EEG2026.05 | 65.32 | |
| DIRT-TInput representation=1D EEG2026.05 | 61.42 |