Metric: training time (s) (higher is better)
| # | Model↕ | training time (s)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ShallowConvNet | 3920.421198 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | SSVEP_MDM | 824.9421399999999 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | SSVEP_TS + LR | 698.7826769999999 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | SSVEP_TS + SVM | 657.646162 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | TRCA | 250.07919099999998 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | EEGNeX | 197.02376239999998 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | EEGITNet | 39.6391611 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | EEGNet-8,2 | 23.1336158 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 11.47441585 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |