HyperAI超神经

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中文

HyperAI超神经

Within Session Motor Imagery Right Hand Vs 5

评估指标

AUC-ROC

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

				Paper Title	Repository
TS + SVM	94.27232417431192	0.002292956512844037	4.69788353027523	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	94.09464829357799	0.0023048844770642203	4.660472736697248	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	93.72140674311926	0.3743661817798165	13.275803577981652	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	93.14561674311926	0.0011862718552201835	3.9450754762385323	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM	89.6715086146789	0.0016952853321100917	3.6619959064220184	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	88.03649339449541	0.004252216568807339	7.574546786238533	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	86.80902140366973	0.0006039077076697248	1.9964198499449541	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	86.41442402752293	0.0006479088561559633	2.1433882502201835	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	83.96839963302753	0.2592725837798165	1.4225005266055046	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	81.77716613761469	0.0009060356478532111	2.9963101233394496	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	74.75147803669724	0.7205820762752294	12.103473417431193	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	73.77573903669725	0.7542787600917431	14.662491354128441	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	71.49345055045872	2.596559912321101	17.621344155963303	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	57.02803262385321	1.8152764195963302	12.905036509174312	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	54.69051987155964	1.4469922132752293	14.05607252293578	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	51.76753313761468	0.6592816424495412	15.441041990825688	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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