Sleep Quality on Sleep-EDFx
Metric: Macro-F1 (higher is better)
Metric: Macro-F1 (higher is better)
| # | Model↕ | Macro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NeuroNet (Fpz-Cz only) | 0.798 | No | NeuroNet: A Novel Hybrid Self-Supervised Learnin... | 2024-04-10 | Code |
| 2 | SleePyCo (Fpz-Cz only) | 0.79 | No | SleePyCo: Automatic Sleep Scoring with Feature P... | 2022-09-20 | Code |
| 3 | XSleepNet (EEG, EOG) | 0.787 | No | XSleepNet: Multi-View Sequential Model for Autom... | 2020-07-08 | Code |