Metric: training time (s) (higher is better)
| # | Model↕ | training time (s)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EEGNeX | 191.3021131111111 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 2 | TRCA | 35.42286275 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 3 | ShallowConvNet | 33.26947674074074 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 4 | EEGITNet | 23.24565614351852 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 5 | SSVEP_MDM | 15.961555350649352 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 6 | SSVEP_TS + LR | 15.61881037037037 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 7 | SSVEP_TS + SVM | 14.65914484722222 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 8 | EEGNet-8,2 | 13.879997119444445 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |
| 9 | CCA | 1.415124501851852 | No | The largest EEG-based BCI reproducibility study ... | 2024-04-03 | Code |