HyperAI超神経

プラットフォーム

Within Session Erp On Braininvaders2012 Moabb

評価指標

AUC-ROC

CO2 Emission (g)

training time (s)

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

				Paper Title
XDAWNCov + TS + SVM	90.98646704	0.007038169084	1.4309155479999998	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	89.64630072	-	19.83932564	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	88.21925356	0.001676014172	0.3440682904	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	88.21605579999999	-	43.42852808000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	87.1327338	-	16.79750712	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	79.01510372	0.003451275416	0.3691924696	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	78.76657744	0.007749152372	1.5751372879999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	77.06215808	-	12.831535652	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	64.411995	0.002132688384	0.4368925492	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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Within Session Erp On Braininvaders2012 Moabb | SOTA | HyperAI超神経