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Within Session Motor Imagery All Classes On 3

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 + EL	59.934408990825695	0.013059559739449542	25.291020102752295	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	26.68615756880734	0.059308609688073395	22.783741321100916	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	46.84880671559633	0.005456309299082569	8.482141944036696	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	47.73427576146789	0.0054728938412844045	8.780583234862386	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	26.154798385321104	0.4149273854862385	13.559821752293578	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	41.87124210091743	0.038677560009174314	15.891879321100918	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM	55.0438009174312	0.002020601044036697	3.204224353211009	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	58.55441266055046	0.0010041190067889907	2.2208920137614676	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	29.03593889908257	0.024848891426605502	10.598362683486238	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	45.493503000000004	0.06618156533027524	68.7581273853211	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	56.68057317948718	2.330426302205128	92.28611607692308	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	48.51775490825688	1.9742764488073394	1190.5449858715597	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	58.458600238532114	0.0243752586293578	48.31867250642202	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	25.790262357798166	2.7750069540733944	18.127433243119267	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	42.96454042201835	0.003281270780733945	6.167569839633027	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	27.682707357798165	0.034966375495412844	14.11812210091743	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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