Sleep Stage Detection on PhysioNet Challenge 2018
Metric: Cohen's Kappa (higher is better)
Metric: Cohen's Kappa (higher is better)
| # | Model↕ | Cohen's Kappa▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XSleepNet (EEG, EOG, EMG) | 0.742 | No | XSleepNet: Multi-View Sequential Model for Autom... | 2020-07-08 | Code |
| 2 | SleePyCo (C3-A2 only) | 0.737 | No | SleePyCo: Automatic Sleep Scoring with Feature P... | 2022-09-20 | Code |