Sleep Stage Classification on Sleep-EDFX from SHHS
79.98Macro F1NeuroNet-B+TCM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NeuroNet-B+TCMEEG Epoch=202024.04 | 79.98 | 85.12 | |
| STDA-Net2026.05 | 79.26 | — | |
| ADAADL2026.05 | 78.39 | — | |
| NeuroNet-T+TCMEEG Epoch=202024.04 | 78.32 | 84.93 | |
| ADJLDA2026.05 | 75.39 | — | |
| NeuroNet-BEEG Epoch=12024.04 | 70.4 | 79.8 | |
| NeuroNet-TEEG Epoch=12024.04 | 69.57 | 79.44 | |
| SleepExpertNetEEG Epoch=202024.04 | 59.21 | 70.75 | |
| U-SleepEEG Epoch=352024.04 | 59.09 | 71.39 | |
| DSAN2026.05 | 57.17 | — | |
| ADAST2026.05 | 55.62 | — | |
| CDAN2026.05 | 54.32 | — | |
| DANN2026.05 | 52.82 | — | |
| MDDA2026.05 | 52.17 | — | |
| DIRT-T2026.05 | 50.22 | — | |
| ADDA2026.05 | 46.86 | — | |
| Deep CORAL2026.05 | 45.65 | — |