| ShallowConvNet | 95.65019116666667 | 0.1549817675 | 18.007408791666666 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| CSP + SVM | 92.96259333333333 | 0.006482190183333333 | 10.441263425 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + SVM | 93.37149766666667 | 0.0025104166216666666 | 5.204099866666667 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + LR | 94.16005008333333 | 0.0007884223154166666 | 2.283726725 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + EL | 94.35313333333333 | 0.0018601271058333332 | 3.7908793 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| FBCSP + SVM | 92.63712633333334 | 0.12367576549999999 | 0.6734122016666667 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGTCNet | 82.2366395 | 0.16067158750000002 | 16.823401416666666 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| ACM + TS + SVM | 95.18760766666666 | 0.13623877575 | 4.912889991666667 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| MDM | 90.7018375 | 0.0022293055558333334 | 5.702021107499999 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| LogVar + LDA | 88.38607883333333 | 0.0012580402871666667 | 3.2995239900000004 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGITNet | 69.41324841666666 | 0.12495182708333334 | 14.432597083333334 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| CSP + LDA | 93.14890566666666 | 0.0006859483835833334 | 1.3644024541666664 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| DLCSPauto + shLDA | 92.55652333333333 | 0.0033206487941666667 | 6.522374073333334 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| DeepConvNet | 94.41753624999998 | 0.11453622516666667 | 13.273857999999999 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| FgMDM | 92.5358025 | 0.0012211545708333334 | 2.4993543233333333 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGNet-8,2 | 94.84044641666665 | 0.11864727041666667 | 13.72778775 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| LogVar + SVM | 88.46995433333333 | 0.0020454070625 | 5.637304889999999 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TRCSP + LDA | 93.533263 | 0.0009910642599999999 | 2.9101597717500005 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |