Sleep Stage Detection on PhysioNet Challenge 2018 (single-channel)
Metric: Macro-F1 (higher is better)
Metric: Macro-F1 (higher is better)
| # | Model↕ | Macro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SleePyCo (C3-A2 only) | 0.789 | No | SleePyCo: Automatic Sleep Scoring with Feature P... | 2022-09-20 | Code |
| 2 | XSleepNet (C3-A2 only) | 0.786 | No | XSleepNet: Multi-View Sequential Model for Autom... | 2020-07-08 | Code |