Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | multi-head attention | 84.4 | No | - | - | Code |
| 2 | Sequence Cross-Modal Transformer-15 | 84.3 | No | Toward Interpretable Sleep Stage Classification ... | 2022-08-15 | Code |
| 3 | TS-TCC | 83 | No | Time-Series Representation Learning via Temporal... | 2021-06-26 | Code |
| 4 | Epoch Cross-Modal Transformer | 80.8 | No | Toward Interpretable Sleep Stage Classification ... | 2022-08-15 | Code |