Paper | Code | F1-score (@IoU = 0.3) | event-based F1 score | ModelName | ReleaseDate |
---|---|---|---|---|---|
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal | ✓ Link | 0.71 | DOSED (3 EEG + 2 EOG) | 2018-12-07 | |
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal | ✓ Link | 0.61 | DOSED (1 EEG) | 2018-12-07 | |
State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset | ✓ Link | 0.81 | U-Net | 2024-07-14 |