Within Session Erp On Braininvaders2013A

Metrics

AUC-ROC

CO2 Emission (g)

training time (s)

Results

Performance results of various models on this benchmark

				Paper Title
XDAWNCov + TS + SVM	92.71220376712328	0.005985859813698631	1.2172368082191782	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	90.96501701369863	0.001490637705479452	0.30659427246575344	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	90.01125384931507	-	16.593567684931507	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	88.61672143835617	-	25.649349828767125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	85.40249767123287	-	13.898916060273972	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	82.06941052054795	0.002071112097260274	0.22355115438356163	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	80.58733515068494	0.005112474912328768	1.0407688483561643	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	76.74075019178083	0.0024966474219178083	0.5100849124657535	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	74.50491942465753	-	9.185006005479453	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

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Within Session Erp On Braininvaders2013A | SOTA | HyperAI