Metric: training time (s) (higher is better)
| # | Model↕ | training time (s)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EEGNeX | 35.36092722222222 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | EEGITNet | 8.040663722222222 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | ShallowConvNet | 6.811167988888889 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | TRCA | 5.9494875333333335 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | SSVEP_MDM | 5.3561836 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | EEGNet-8,2 | 4.711782822222222 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | SSVEP_TS + LR | 4.598894566666667 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | SSVEP_TS + SVM | 4.098129833333334 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 0.9963089366666666 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |