HyperAI

Within Session Motor Imagery All Classes On 6

Metriken

Accuracy
CO2 Emission (g)
training time (s)

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname
Accuracy
CO2 Emission (g)
training time (s)
Paper TitleRepository
FgMDM83.071984416666670.01074933893416666771.767263065The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL84.539297416666670.02563848545583333275.6071288The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM85.852464416666680.19410639757.277364225The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX56.415060.2980247983333333434.04211566666667The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM81.989702916666660.001433890451.8146779000000002The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet55.6913730.1169350516666666613.242306708333333The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA82.96307750.00840605821833333346.6342523525The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM76.047548916666670.00130007497916666688.044291825The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet37.1936908333333350.1248056331666666714.080227958333333The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM83.655287250.01312003429416666639.13084056666667The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA82.061401250.00140943793833333338.307476150833333The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR84.879303083333340.00412558108333333314.9374373825The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM83.084742583333340.04421750124999999129.06390283333334The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,283.337827250.1645795033333333518.622367166666667The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet50.677845583333340.1680126705000000219.01079075The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet85.023041083333340.2172804175000000224.664789916666667The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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