ERP on BrainInvaders2015a MOABB

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

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	training time (s)▼	Extra Data	Paper	Date↕	Code
1	EEGNeX	199.32986724031008	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	EEGITNet	19.85593708914729	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	ShallowConvNet	15.322640255813955	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	EEGNet-8,2	14.414908054263565	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	ERPCov + MDM	3.9502074596899224	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	XDAWNCov + TS + SVM	2.1127921527131783	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	XDAWN + LDA	0.7962977278294574	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	ERPCov(svd_n=4) + MDM	0.560524827751938	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	XDAWNCov + MDM	0.4988526374418605	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code

#1EEGNeXSOTA
199.32986724031008
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#2EEGITNet
19.85593708914729
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#3ShallowConvNet
15.322640255813955
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#4EEGNet-8,2
14.414908054263565
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#5ERPCov + MDM
3.9502074596899224
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#6XDAWNCov + TS + SVM
2.1127921527131783
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#7XDAWN + LDA
0.7962977278294574
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#8ERPCov(svd_n=4) + MDM
0.560524827751938
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#9XDAWNCov + MDM
0.4988526374418605
training time (s)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code