Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SSVEP_MDM | 70.89385925 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | SSVEP_TS + LR | 70.86472991666666 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | SSVEP_TS + SVM | 68.94949916666667 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | ShallowConvNet | 54.420178166666666 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | EEGNet-8,2 | 43.5187945 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | TRCA | 34.20391266666667 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | CCA | 33.87684483333333 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | EEGNeX | 31.35680125 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | EEGITNet | 24.79779866666667 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |