Sleep Stage Detection On Mass Single Channel
Metrics
Accuracy
Cohen's Kappa
Macro-F1
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Cohen's Kappa | Macro-F1 | Paper Title | Repository |
|---|---|---|---|---|---|
| SleePyCo (C4-A1 only) | 86.8% | 0.811 | 0.825 | SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning | |
| XSleepNet (C4-A1 only) | 85.2% | 0.788 | 0.806 | XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging |
0 of 2 row(s) selected.