Sleep Stage Detection On Montreal Archive Of
Metrics
Accuracy
Cohen's kappa
Macro-F1
Results
Performance results of various models on this benchmark
| Paper Title | ||||
|---|---|---|---|---|
| SleePyCo (C4-A1 only) | 86.8% | 0.811 | 0.825 | SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning |
| U-time EEG only (4 classes) | 85% | - | - | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging |
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