Sleep Stage Classification on Combined Sleep-EDF/SHHS Suite (test)
89.03Average AccuracySTDA-Net
Evaluation results
| Method | Links | |
|---|---|---|
| STDA-NetInput representation=2D EEG spectrogram2026.05 | 89.03 | |
| ADAADLInput representation=1D EEG2026.05 | 88.25 | |
| ADJLDAInput representation=1D EEG2026.05 | 86.25 | |
| ADASTInput representation=1D EEG2026.05 | 75.98 | |
| DSANInput representation=1D EEG2026.05 | 74.07 | |
| DIRT-TInput representation=1D EEG2026.05 | 72.02 | |
| MDDAInput representation=1D EEG2026.05 | 71.91 | |
| CDANInput representation=1D EEG2026.05 | 71.78 | |
| ADDAInput representation=1D EEG2026.05 | 71.02 | |
| DANNInput representation=1D EEG2026.05 | 70.96 | |
| Deep CORALInput representation=1D EEG2026.05 | 69.67 |