Metric: training time (s) (higher is better)
| # | Model↕ | training time (s)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EEGNeX | 22.5295867 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | EEGITNet | 6.796000050000001 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | ShallowConvNet | 5.90452088 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | EEGNet-8,2 | 5.74253287 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | TRCA | 4.44355459 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | SSVEP_MDM | 1.56297961 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | SSVEP_TS + LR | 1.46499837 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | SSVEP_TS + SVM | 1.36490621 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 0.183953595 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |