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Within Session Motor Imagery All Classes On 4

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 TitleRepository
MDM52.031447357142860.0074161664857142864.819618021428572The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
CSP + SVM75.885549428571440.8806029271428572531.3518721428571The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
TS + LR84.598298285714280.00753484163571428554.9577661214285715The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
DeepConvNet56.779873285714291.7812169435714285405.86182285714284The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
TS + EL85.529059857142870.1610281321428571386.77469099999999The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
TS + SVM84.412886642857150.0449225317857142823.104729499999998The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
EEGNet-8,276.985080071428570.9416739878571428214.51948785714285The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
CSP + LDA72.971477000000010.0046201568714285713.027175342857143The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
EEGITNet70.441995142857141.478115302857143336.80249142857144The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
DLCSPauto + shLDA72.81502128571430.0045267415214285722.9170686285714287The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
ShallowConvNet85.134920928571422.6123516428571431877.5478428571428The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
FgMDM82.973608071428570.0965215240714285761.4208665The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
EEGNeX67.558502999999994.7195083714285721075.1257621428572The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
EEGTCNet71.112334714285722.0679361071428572471.15728The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
FBCSP + SVM75.939631428571430.1834183317857143181.90692642857144The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
ACM + TS + SVM85.3982413571428520.32321697142857707.9741635714284The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark-
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Within Session Motor Imagery All Classes On 4 | SOTA | HyperAI