HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

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

				Paper Title	Repository
TS + EL	69.79166675	0.0013501269012499999	2.749322665	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ACM + TS + SVM	69.5833345	0.18950154875	7.6877846125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + LR	69.16666637499999	0.000786763229625	1.85145594625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
TS + SVM	67.916665875	0.00173950673625	3.3987408749999997	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FgMDM	65.62500112500001	0.00038144418074999997	0.743955544625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
FBCSP + SVM	65.0	0.005079346375	19.6318726375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + SVM	62.91666625	0.03446902725	44.612727875000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
CSP + LDA	61.041666500000005	0.0005938407575	1.0782176175	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DLCSPauto + shLDA	60.62500012500001	0.0003630056075	0.6206318012500001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
MDM	60.62499999999999	0.000925614838125	1.6782885705	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	50.00000075	3.21283768775	12.9602863125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	43.958333875	2.673163054	9.24752825	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	37.708333625	3.1961726155	9.8963939375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
DeepConvNet	37.7083335	1.546965218875	8.58771105	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	36.041667	1.109086602625	9.4757763125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGTCNet	34.166666875	2.198906455875	9.205565762500001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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