Sleep Stage Detection on Sleep-EDFx (single-channel)
Metric: Cohen's Kappa (higher is better)
Metric: Cohen's Kappa (higher is better)
| # | Model↕ | Cohen's Kappa▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SleePyCo (Fpz-Cz only) | 0.787 | No | SleePyCo: Automatic Sleep Scoring with Feature P... | 2022-09-20 | Code |
| 2 | XSleepNet (Fpz-Cz only) | 0.778 | No | XSleepNet: Multi-View Sequential Model for Autom... | 2020-07-08 | Code |