Metric: F1-score (@IoU = 0.3) (higher is better)
| # | Model↕ | F1-score (@IoU = 0.3)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RED-CWT | 0.827 | No | RED: Deep Recurrent Neural Networks for Sleep EE... | 2020-05-15 | Code |
| 2 | RED-Time | 0.825 | No | RED: Deep Recurrent Neural Networks for Sleep EE... | 2020-05-15 | Code |
| 3 | RED-Time | 0.812 | No | RED: Deep Recurrent Neural Networks for Sleep EE... | 2020-05-15 | Code |
| 4 | RED-CWT | 0.809 | No | RED: Deep Recurrent Neural Networks for Sleep EE... | 2020-05-15 | Code |
| 5 | DOSED | 0.75 | No | DOSED: a deep learning approach to detect multip... | 2018-12-07 | Code |
| 6 | DOSED | 0.6 | No | DOSED: a deep learning approach to detect multip... | 2018-12-07 | Code |
| 7 | Multichannel Low-Rank | 0.5 | No | - | - | Code |
| 8 | Spinky | 0.46 | No | - | - | Code |
| 9 | MUSSDET | 0.39 | No | - | - | - |
| 10 | Spinky | 0.18 | No | - | - | Code |