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Within Session Motor Imagery All Classes On 2

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
TS + LR	71.97351649999999	0.004666705854444444	19.167550810555554	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	66.88411633333334	0.1285738541111111	147.7146591111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	35.29273355555556	0.15884736222222223	18.38852738888889	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM	70.14149394444445	0.014329298037222223	59.714323183333335	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	45.61672333333334	0.5342137127777778	62.59321944444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	72.47227177777778	0.394738715	45.877247277777776	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	65.994152	0.010921193731666667	52.462251144444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	72.38119294444444	0.006551190227777778	13.852831627777778	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	66.3070505	0.0028627887866666665	9.741079583888888	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	41.64616544444444	0.28639946055555554	33.0790875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	61.600793277777775	0.012491149514444445	75.09591532444445	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	35.54681733333334	0.1578935777777778	18.299775611111112	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	66.52618122222222	0.004104928794444445	5.445951	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	60.46380244444445	0.1871718811111111	21.723354222222223	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	70.75586455555556	0.01799459135	66.23056458333332	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	77.88163016666667	1.7743017888888888	73.50212961111112	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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