Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TRCA | 99.19753077777779 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | CCA | 92.53086377777778 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | SSVEP_TS + LR | 87.22222211111111 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | SSVEP_TS + SVM | 86.29629577777777 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | EEGNeX | 82.65431844444444 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | EEGITNet | 80.86419722222222 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | SSVEP_MDM | 78.76543211111111 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | ShallowConvNet | 57.469136 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | EEGNet-8,2 | 44.135803 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |