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Within Session Erp On Bnci2015 003 Moabb

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	81.1056664	21.2605219	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	77.73544530000001	27.2078305	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	76.7858569	1.437615323	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	81.8696517	31.673819200000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	78.6240163	1.74386197	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	76.9320484	0.5074777229999999	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	64.19801570000001	24.1188684	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + TS + SVM	82.9463175	4.73371116	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	83.0813024	0.872752316	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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