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Within Session Erp On Braininvaders2014A

Metrics

AUC-ROC

training time (s)

Results

Performance results of various models on this benchmark

Model Name	AUC-ROC	training time (s)	Paper Title	Repository
EEGNet-8,2	82.089285546875	17.4438248203125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
ERPCov + MDM	71.61664846875	2.19471158046875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
EEGNeX	85.082494609375	40.16552703125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
EEGITNet	86.65828684375	22.878644265625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
ERPCov(svd_n=4) + MDM	72.112766	0.593198109375	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
XDAWNCov + MDM	80.87908620312501	0.55664274078125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
ShallowConvNet	63.189278171874996	11.1103096703125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
XDAWN + LDA	66.600249390625	1.09766276640625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-
XDAWNCov + TS + SVM	85.766639203125	2.4124490578125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	-

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Within Session Erp On Braininvaders2014A | SOTA | HyperAI