Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EEGNeX | 67.1084639 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | EEGITNet | 58.0691632 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | TRCA | 54.5442871 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | SSVEP_TS + LR | 53.70517730000001 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | SSVEP_TS + SVM | 50.57987980000001 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | EEGNet-8,2 | 43.029499 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | ShallowConvNet | 36.03516260000001 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | SSVEP_MDM | 27.3128415 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 21.7420669 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |