HyperAI超神经

Within Session Motor Imagery All Classes On 1

评估指标

Accuracy
CO2 Emission (g)
training time (s)

评测结果

各个模型在此基准测试上的表现结果

模型名称
Accuracy
CO2 Emission (g)
training time (s)
Paper TitleRepository
MDM60.624999999999990.0009256148381251.6782885705The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet34.1666668752.1989064558759.205565762500001The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet36.0416671.1090866026259.4757763125The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL69.791666750.00135012690124999992.749322665The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet50.000000753.2128376877512.9602863125The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM62.916666250.0344690272544.612727875000004The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM67.9166658750.001739506736253.3987408749999997The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX37.7083336253.19617261559.8963939375The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR69.166666374999990.0007867632296251.85145594625The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM65.625001125000010.000381444180749999970.743955544625The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM65.00.00507934637519.6318726375The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet37.70833351.5469652188758.58771105The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA60.625000125000010.00036300560750.6206318012500001The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA61.0416665000000050.00059384075751.0782176175The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,243.9583338752.6731630549.24752825The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM69.58333450.189501548757.6877846125The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
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