Sleep Stage Classification on Sleep-EDF SHHS-1 (test)
92.99AccuracySTDA-Net
Evaluation results
| Method | Links | |
|---|---|---|
| STDA-NetInput representation=2D EEG spectrogram2026.05 | 92.99 | |
| ADAADLInput representation=1D EEG2026.05 | 86.56 | |
| ADJLDAInput representation=1D EEG2026.05 | 84.56 | |
| ADDAInput representation=1D EEG2026.05 | 83.65 | |
| DSANInput representation=1D EEG2026.05 | 83.43 | |
| DIRT-TInput representation=1D EEG2026.05 | 80.78 | |
| CDANInput representation=1D EEG2026.05 | 79.12 | |
| DANNInput representation=1D EEG2026.05 | 78.32 | |
| ADASTInput representation=1D EEG2026.05 | 77.84 | |
| Deep CORALInput representation=1D EEG2026.05 | 77.46 | |
| MDDAInput representation=1D EEG2026.05 | 75.83 |