Multimodal Sleep Stage Detection On Sleep Edf
Metrics
Accuracy
Cohen's kappa
Macro-F1
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Accuracy | Cohen's kappa | Macro-F1 |
|---|---|---|---|
| do-not-sleep-on-linear-models-simple-and | 85.7% | 0.806 | 0.809 |
| towards-more-accurate-automatic-sleep-staging | 82.2% | - | - |
| do-not-sleep-on-linear-models-simple-and | 86.4% | 0.812 | 0.802 |