| Paper | Code | F1-score (@IoU = 0.3) | F1-score (@IoU = 0.2) | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection | ✓ Link | 0.812 | RED-Time | 2020-05-15 | |
| RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection | ✓ Link | 0.809 | 0.812 | RED-CWT | 2020-05-15 |
| DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal | ✓ Link | 0.75 | DOSED | 2018-12-07 | |
| Multichannel sleep spindle detection using sparse low-rank optimization | ✓ Link | 0.50 | Multichannel Low-Rank | 2017-08-15 | |
| Meet Spinky: An Open-Source Spindle and K-Complex Detection Toolbox Validated on the Open-Access Montreal Archive of Sleep Studies (MASS). | ✓ Link | 0.46 | Spinky | 2017-03-02 | |
| A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET. | 0.39 | MUSSDET | 2018-03-01 |