| EEGNet-8,2 | 77.15268383333334 | 0.12332580900000001 | 14.563619111111112 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + SVM | 86.47732361111112 | 0.021483784244444443 | 40.16215047222222 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + EL | 86.44255583333333 | 0.010235186905555556 | 23.73425226666667 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| FgMDM | 86.52796605555557 | 0.03423917689166667 | 58.82106999444444 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| DLCSPauto + shLDA | 82.74829922222222 | 0.006283899536444444 | 21.795549848888886 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| DeepConvNet | 82.07331861111112 | 0.11586982311111112 | 13.686492722222221 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TRCSP + LDA | 79.83560116666666 | 0.008658991335722222 | 14.69900212111111 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| CSP + SVM | 83.07369627777778 | 0.03449044713888889 | 60.17366931666667 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| ACM + TS + SVM | 91.87717316666667 | 0.8832741538888889 | 37.19322716666667 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| TS + LR | 87.4123206111111 | 0.023651943657777775 | 91.08604166666666 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGNeX | 66.28193516666667 | 0.31804718277777777 | 38.14933605555555 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| FBCSP + SVM | 84.4368855 | 0.30146339333333333 | 1.6411384872222223 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| LogVar + SVM | 75.86092177777778 | 0.007728553635555556 | 15.609176037777777 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| ShallowConvNet | 86.16591022222222 | 0.23767624 | 28.300448333333332 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| LogVar + LDA | 77.95615972222222 | 0.005686139496333334 | 13.134125769444445 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| CSP + LDA | 82.33597905555557 | 0.01768477408111111 | 26.033208126666665 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| MDM | 81.69425572222222 | 0.02021859091111111 | 42.17484379888889 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGITNet | 75.27399844444444 | 0.1597577938888889 | 18.952416222222222 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |
| EEGTCNet | 67.46182961111111 | 0.18110872972222222 | 20.17755577777778 | The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark | |