| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3-class movement classification | EEG-EMG Inter-subject split | Accuracy99.4 | 20 | |
| 11-class movement classification | EEG-EMG Inter-subject | Accuracy32 | 18 | |
| Subject identification | EEG-EMG Inter-subject split | Accuracy99.8 | 9 | |
| EMG prediction from EEG signals | EEG-EMG dataset (10 train/test-splits) | Relative RMSE0.19 | 4 |