Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SSVEP_TS + LR | 42.1 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | SSVEP_TS + SVM | 40.199999999999996 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | SSVEP_MDM | 34.4 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | ShallowConvNet | 33.1 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | EEGNet-8,2 | 27.500000000000004 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | TRCA | 27.1 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | EEGITNet | 25 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | EEGNeX | 24.8 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 22.800000000000004 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |