| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PhysioNet-MI | DSAINet | Accuracy63.9 | 20 | 1mo ago | |
| OpenBMI | DSAINet | Accuracy82.89 | 12 | 1mo ago | |
| Zhou 2016 | DSAINet | Accuracy78.21 | 12 | 1mo ago | |
| BCIC-IV-2b | DSAINet | Accuracy76.41 | 12 | 1mo ago | |
| BCIC 2a IV | DSAINet | Accuracy61.79 | 12 | 1mo ago | |
| BCIC-Upperlimb | LEAF | Balanced Accuracy54.83 | 9 | 2mo ago | |
| OpenBMI MI | B.Acc82.74 | 9 | 2mo ago | ||
| BCIC-IV-2a | LEAF | Balanced Accuracy63.81 | 9 | 2mo ago | |
| Shin A 2017 | LEAF | Balanced Accuracy72.56 | 9 | 2mo ago | |
| Cho 2017 | LEAF | Balanced Accuracy79.08 | 9 | 2mo ago | |
| HighGamma | LEAF | Balanced Accuracy79.82 | 9 | 2mo ago | |
| dry-electrode MI-EEG 1.0 (Cross-Subject + Single-Session Fine-tuning) | - | - | 0 | 3mo ago | |
| dry-electrode MI-EEG 1.0 (Cross-Subject) | - | - | 0 | 3mo ago | |
| dry-electrode MI-EEG 1.0 (Cross-Session) | - | - | 0 | 3mo ago |
