Within Session Erp On Huebner2017 Moabb

Metrics

AUC-ROC

CO2 Emission (g)

training time (s)

Results

Performance results of various models on this benchmark

				Paper Title
XDAWNCov + TS + SVM	98.68678031578948	0.06488028365789474	10.07638602631579	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	98.28146008108108	-	73.38250045945946	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	98.07393668421052	0.02386866539473684	4.846665142105263	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	97.74267144736841	0.12781473060526316	25.946418210526314	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	96.20552692105264	0.03857930394736842	4.081931507894737	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	95.78304654054055	-	675.4294938108109	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	94.469262	0.13750907568421053	27.91168176315789	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	90.959699	-	1543.135988162162	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	79.73031656756756	-	4185.744198918919	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

0 of 9 row(s) selected.

Within Session Erp On Huebner2017 Moabb

Metrics

AUC-ROC

CO2 Emission (g)

training time (s)

Results

Performance results of various models on this benchmark

				Paper Title
XDAWNCov + TS + SVM	98.68678031578948	0.06488028365789474	10.07638602631579	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	98.28146008108108	-	73.38250045945946	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	98.07393668421052	0.02386866539473684	4.846665142105263	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	97.74267144736841	0.12781473060526316	25.946418210526314	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	96.20552692105264	0.03857930394736842	4.081931507894737	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	95.78304654054055	-	675.4294938108109	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	94.469262	0.13750907568421053	27.91168176315789	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	90.959699	-	1543.135988162162	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	79.73031656756756	-	4185.744198918919	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

0 of 9 row(s) selected.

Within Session Erp On Huebner2017 Moabb | SOTA | HyperAI