Within Session Erp On Braininvaders2015B

Metrics

AUC-ROC

training time (s)

Results

Performance results of various models on this benchmark

			Paper Title
XDAWNCov + TS + SVM	84.55596702272726	8.7821148	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	83.47637268181818	1.9377388022727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	83.33420745454546	51.57266440909091	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	82.65727052272726	36.372572295454546	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	81.59775325	105.33800122727274	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	77.22383009090909	6.902407668181818	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	77.09262879545456	2.337742318181818	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	75.03742063636363	17.70060197727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	73.19578579545454	50.65970795454545	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

0 of 9 row(s) selected.

Within Session Erp On Braininvaders2015B

Metrics

AUC-ROC

training time (s)

Results

Performance results of various models on this benchmark

			Paper Title
XDAWNCov + TS + SVM	84.55596702272726	8.7821148	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	83.47637268181818	1.9377388022727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	83.33420745454546	51.57266440909091	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	82.65727052272726	36.372572295454546	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	81.59775325	105.33800122727274	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	77.22383009090909	6.902407668181818	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	77.09262879545456	2.337742318181818	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	75.03742063636363	17.70060197727273	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	73.19578579545454	50.65970795454545	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

0 of 9 row(s) selected.

Within Session Erp On Braininvaders2015B | SOTA | HyperAI