Metric: training time (s) (higher is better)
| # | Model↕ | training time (s)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EEGNeX | 10.771992875 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | EEGNet-8,2 | 7.561273683333333 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | EEGITNet | 6.9656671333333335 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | ShallowConvNet | 6.559657266666666 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | TRCA | 0.27882464583333333 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | SSVEP_MDM | 0.16333881583333335 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | SSVEP_TS + LR | 0.13897842158333332 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | SSVEP_TS + SVM | 0.130249698 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 0.07858161266666668 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |