Metric: training time (s) (higher is better)
| # | Model↕ | training time (s)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ShallowConvNet | 1620.974344 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | SSVEP_MDM | 1028.1009 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | SSVEP_TS + LR | 840.129991 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | SSVEP_TS + SVM | 791.885326 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | TRCA | 399.849453 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | EEGNeX | 180.9718512 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | EEGITNet | 34.195504299999996 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | EEGNet-8,2 | 26.034414199999997 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 14.7508205 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |