Sleep Stage Classification on ISRUC 5-Class (test)
79.97Balanced AccuracyTRACE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TRACE2026.05 | 79.97 | 0.7711 | 82.09 | |
| CBraMod2026.05 | 78.65 | 0.7442 | 80.11 | |
| CodeBrain2026.05 | 78.56 | 0.7671 | 82.02 | |
| LaBraM2026.05 | 76.33 | 0.7231 | 78.1 | |
| BIOT2026.05 | 75.27 | 0.7192 | 77.9 | |
| EEGConformer2026.05 | 74 | 0.7143 | 76.34 | |
| ST-Transformer2026.05 | 73.81 | 0.7013 | 76.81 | |
| CNN-Transformer2026.05 | 73.63 | 0.7129 | 77.19 | |
| FFCL2026.05 | 72.77 | 0.7016 | 76.14 | |
| EEGNet2026.05 | 71.54 | 0.704 | 75.13 |