Within Session Erp On Bnci2014 008 Moabb

Metrics

AUC-ROC

CO2 Emission (g)

training time (s)

Results

Performance results of various models on this benchmark

				Paper Title
EEGITNet	85.99520425	-	48.9808785	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	85.91137825	-	31.55059125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + TS + SVM	85.609029625	0.035406213775	8.160695075	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	83.856046375	-	47.301771625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	82.244593125	0.0257013525	5.2152112625000004	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	81.07391687500001	-	27.2347555	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	77.619541	0.0075848861750000005	1.5414688625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	75.424771125	0.009542170825	1.014923625	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	74.298471	0.0120071045	2.4383516875	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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Within Session Erp On Bnci2014 008 Moabb | SOTA | HyperAI