Brain Decoding on BNCI2015-001 MOABB

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

LeaderboardDataset

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#	Model↕	training time (s)▼	Extra Data	Paper	Date↕	Code
1	EEGNeX	41.56138553571429	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	ShallowConvNet	29.228367535714284	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	EEGTCNet	22.635748839285714	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	EEGITNet	19.546656482142858	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	EEGNet-8,2	17.193978785714286	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	ACM + TS + SVM	16.371186375	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	DeepConvNet	15.592928589285714	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	CSP + SVM	11.710567267857144	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	FBCSP + SVM	4.884339850000001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	TS + SVM	4.09123845	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	TS + LR	3.2331909737499998	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	TS + EL	3.0829317250000003	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	FgMDM	1.5857523525357142	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	MDM	1.3408162827142858	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	DLCSPauto + shLDA	1.1508428444642858	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	CSP + LDA	1.07737538725	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code