| MDM | 81.77716613761469 | 0.0009060356478532111 | 2.9963101233394496 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGITNet | 54.69051987155964 | 1.4469922132752293 | 14.05607252293578 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| ShallowConvNet | 74.75147803669724 | 0.7205820762752294 | 12.103473417431193 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| DeepConvNet | 71.49345055045872 | 2.596559912321101 | 17.621344155963303 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + EL | 94.09464829357799 | 0.0023048844770642203 | 4.660472736697248 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| CSP + LDA | 86.41442402752293 | 0.0006479088561559633 | 2.1433882502201835 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + SVM | 94.27232417431192 | 0.002292956512844037 | 4.69788353027523 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| CSP + SVM | 88.03649339449541 | 0.004252216568807339 | 7.574546786238533 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGNeX | 51.76753313761468 | 0.6592816424495412 | 15.441041990825688 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + LR | 93.14561674311926 | 0.0011862718552201835 | 3.9450754762385323 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| DLCSPauto + shLDA | 86.80902140366973 | 0.0006039077076697248 | 1.9964198499449541 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGTCNet | 57.02803262385321 | 1.8152764195963302 | 12.905036509174312 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| ACM + TS + SVM | 93.72140674311926 | 0.3743661817798165 | 13.275803577981652 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| FBCSP + SVM | 83.96839963302753 | 0.2592725837798165 | 1.4225005266055046 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGNet-8,2 | 73.77573903669725 | 0.7542787600917431 | 14.662491354128441 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| FgMDM | 89.6715086146789 | 0.0016952853321100917 | 3.6619959064220184 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |