HyperAI超神经

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中文

HyperAI超神经

Within Session Motor Imagery Right Hand Vs 7

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
ACM + TS + SVM	93.39429239999998	2.92276621	101.6704931	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + EL	92.3246172	0.006040798	11.57989181	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	91.8383288	0.0059158554199999994	9.11110455	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	91.5263066	0.001118637826	4.60279952	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	88.696109	19.651363984	84.42076999999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	88.6372764	0.0101869405	14.5114632	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	88.59406740000001	0.0004474954558	2.7403618635	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM	88.55835479999999	0.00180466725	3.8331035200000003	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	88.4768809	0.0007442022196	4.568564723	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	88.26785749999999	0.568418502	3.09451051	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	79.28683079999999	19.414860764000004	35.9970033	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	78.1468433	4.84414613	24.251992	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	65.18000699999999	0.000844543333	2.796476937	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	62.538903499999996	7.962777576000001	19.2195519	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	62.3676652	7.512717858499999	29.570441	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	60.17745599999999	16.597322944000002	44.7978774	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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