Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TRCA | 97.77777777777777 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | EEGNeX | 93.80555555555556 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | CCA | 90.97222222222221 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | SSVEP_TS + LR | 89.44444444444444 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | SSVEP_TS + SVM | 88.58333333333334 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | EEGITNet | 86.8425925925926 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | SSVEP_MDM | 74.81818181818181 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | ShallowConvNet | 69.3611111111111 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | EEGNet-8,2 | 64.42592592592592 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |