Metric: Macro-F1 (higher is better)
| # | Model↕ | Macro-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CatBoost | 0.817 | No | Do Not Sleep on Traditional Machine Learning: Si... | 2022-07-15 | Code |
| 2 | DeepSleepNet | 0.817 | No | DeepSleepNet: a Model for Automatic Sleep Stage ... | 2017-03-12 | Code |
| 3 | SPDTransNet | 0.8124 | No | Structure-Preserving Transformers for Sequences ... | 2023-09-14 | Code |
| 4 | Linear model | 0.807 | No | - | - | - |