Within Session Erp On Huebner2018 Moabb

Metrics

AUC-ROC

training time (s)

Results

Performance results of various models on this benchmark

			Paper Title
XDAWNCov + TS + SVM	98.46594386111111	9.940868125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	98.17509305555555	78.75188250000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	97.78393108333331	5.015010133333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	97.53628586111111	32.70688272222222	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	96.608676	3.9697683444444447	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	95.14819502777779	31.349976444444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	89.71045811111111	1587.3318289166666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	87.6017086111111	2489.9952416666665	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	76.54384258333333	4893.720471111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

0 of 9 row(s) selected.

Within Session Erp On Huebner2018 Moabb

Metrics

AUC-ROC

training time (s)

Results

Performance results of various models on this benchmark

			Paper Title
XDAWNCov + TS + SVM	98.46594386111111	9.940868125	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNet-8,2	98.17509305555555	78.75188250000001	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWNCov + MDM	97.78393108333331	5.015010133333333	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
XDAWN + LDA	97.53628586111111	32.70688272222222	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov(svd_n=4) + MDM	96.608676	3.9697683444444447	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ERPCov + MDM	95.14819502777779	31.349976444444444	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
ShallowConvNet	89.71045811111111	1587.3318289166666	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGITNet	87.6017086111111	2489.9952416666665	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
EEGNeX	76.54384258333333	4893.720471111111	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

0 of 9 row(s) selected.

Within Session Erp On Huebner2018 Moabb | SOTA | HyperAI