Brain Decoding on GrosseWentrup2009 MOABB

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

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	training time (s)▼	Extra Data	Paper	Date↕	Code
1	EEGNeX	422.45747300000005	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	ACM + TS + SVM	325.665074	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	ShallowConvNet	277.2352575	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	TS + SVM	265.222582	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	TS + EL	243.142401	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	EEGTCNet	183.107304	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	FBCSP + SVM	117.8105055	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	EEGNet-8,2	117.19713259999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	DeepConvNet	110.56912460000001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	EEGITNet	106.55474389999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	FgMDM	85.13785279999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	CSP + SVM	37.7887083	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	TS + LR	34.60417205	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	MDM	14.947136800000001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	TRCSP + LDA	14.640627636	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	DLCSPauto + shLDA	8.404077422	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
17	LogVar + SVM	6.762669579999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
18	CSP + LDA	4.92442061	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
19	LogVar + LDA	4.040722504	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code