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Within Session Motor Imagery All Classes On 6

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
FgMDM	83.07198441666667	0.010749338934166667	71.767263065	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	84.53929741666667	0.025638485455833332	75.6071288	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	85.85246441666668	0.1941063975	7.277364225	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	56.41506	0.29802479833333334	34.04211566666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	81.98970291666666	0.00143389045	1.8146779000000002	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	55.691373	0.11693505166666666	13.242306708333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	82.9630775	0.008406058218333333	46.6342523525	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	76.04754891666667	0.0013000749791666668	8.044291825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	37.193690833333335	0.12480563316666667	14.080227958333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	83.65528725	0.013120034294166666	39.13084056666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	82.06140125	0.0014094379383333333	8.307476150833333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	84.87930308333334	0.004125581083333333	14.9374373825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	83.08474258333334	0.04421750124999999	129.06390283333334	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	83.33782725	0.16457950333333335	18.622367166666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	50.67784558333334	0.16801267050000002	19.01079075	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	85.02304108333334	0.21728041750000002	24.664789916666667	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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