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Within Session Motor Imagery Right Hand Vs 3

Métriques

AUC-ROC

CO2 Emission (g)

training time (s)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	AUC-ROC	CO2 Emission (g)	training time (s)	Paper Title	Repository
EEGNeX	72.33571428571429	0.34515593464285715	41.56138553571429	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	77.21160714285715	0.18671340807142858	22.635748839285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	88.52321428571429	0.000595994413607143	1.07737538725	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	92.30178571428571	0.38974278	16.371186375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	89.19285714285714	0.009411417503571428	11.710567267857144	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	88.12321428571428	0.12839999017857143	15.592928589285714	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	91.09285714285714	0.0016561550864285714	3.2331909737499998	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	90.43214285714286	0.14237826092857142	17.193978785714286	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	91.40714285714286	0.240711847	29.228367535714284	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	91.56785714285715	0.9452996678571429	4.884339850000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM	90.18214285714286	0.000829699048642857	1.5857523525357142	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	90.80535714285715	0.002693355064285714	4.09123845	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	86.20357142857144	0.0007177980582857143	1.3408162827142858	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	88.87321428571428	0.0005799335712857143	1.1508428444642858	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	91.19107142857142	0.0021765681464285713	3.0829317250000003	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	71.94642857142857	0.16193158389285714	19.546656482142858	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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