Sleep Arousal Detection On Mesa
Metrics
event-based F1 score
Results
Performance results of various models on this benchmark
Model Name | event-based F1 score | Paper Title | Repository |
|---|---|---|---|
| U-Net | 0.81 | State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset | |
| DOSED (3 EEG + 2 EOG) | - | DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal | |
| DOSED (1 EEG) | - | DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal |
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