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Within Session Motor Imagery All Classes On 1

Métriques

Accuracy

CO2 Emission (g)

training time (s)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Accuracy	CO2 Emission (g)	training time (s)	Paper Title	Repository
MDM	60.62499999999999	0.000925614838125	1.6782885705	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
EEGTCNet	34.166666875	2.198906455875	9.205565762500001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
EEGITNet	36.041667	1.109086602625	9.4757763125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
TS + EL	69.79166675	0.0013501269012499999	2.749322665	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
ShallowConvNet	50.00000075	3.21283768775	12.9602863125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
CSP + SVM	62.91666625	0.03446902725	44.612727875000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
TS + SVM	67.916665875	0.00173950673625	3.3987408749999997	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
EEGNeX	37.708333625	3.1961726155	9.8963939375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
TS + LR	69.16666637499999	0.000786763229625	1.85145594625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
FgMDM	65.62500112500001	0.00038144418074999997	0.743955544625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
FBCSP + SVM	65.0	0.005079346375	19.6318726375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
DeepConvNet	37.7083335	1.546965218875	8.58771105	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
DLCSPauto + shLDA	60.62500012500001	0.0003630056075	0.6206318012500001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
CSP + LDA	61.041666500000005	0.0005938407575	1.0782176175	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
EEGNet-8,2	43.958333875	2.673163054	9.24752825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
ACM + TS + SVM	69.5833345	0.18950154875	7.6877846125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-

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Within Session Motor Imagery All Classes On 1 | SOTA | HyperAI