Brain Computer Interface on Huebner2018 MOABB

Metric: training time (s) (higher is better)

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#	Model↕	training time (s)▼	Extra Data	Paper	Date↕	Code
1	EEGNeX	4893.720471111111	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	EEGITNet	2489.9952416666665	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	ShallowConvNet	1587.3318289166666	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	EEGNet-8,2	78.75188250000001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	XDAWN + LDA	32.70688272222222	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	ERPCov + MDM	31.349976444444444	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	XDAWNCov + TS + SVM	9.940868125	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	XDAWNCov + MDM	5.015010133333333	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	ERPCov(svd_n=4) + MDM	3.9697683444444447	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code

#1EEGNeXSOTA
4893.720471111111
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#2EEGITNet
2489.9952416666665
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#3ShallowConvNet
1587.3318289166666
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#4EEGNet-8,2
78.75188250000001
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#5XDAWN + LDA
32.70688272222222
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#6ERPCov + MDM
31.349976444444444
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#7XDAWNCov + TS + SVM
9.940868125
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#8XDAWNCov + MDM
5.015010133333333
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#9ERPCov(svd_n=4) + MDM
3.9697683444444447
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code