Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SSVEP_TS + LR | 39.36 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | SSVEP_TS + SVM | 34.8 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | EEGNeX | 26.32 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | ShallowConvNet | 25.840000000000003 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | EEGNet-8,2 | 24.56 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | SSVEP_MDM | 23.12 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | EEGITNet | 22.72 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | TRCA | 22.64 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 20.64 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |