HyperAI

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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