Brain Computer Interface on BNCI2014-002 MOABB

Metric: CO2 Emission (g) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	CO2 Emission (g)▼	Extra Data	Paper	Date↕	Code
1	ACM + TS + SVM	0.44054961000000004	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	EEGNeX	0.357494305	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	FBCSP + SVM	0.27677554071428573	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	ShallowConvNet	0.242558344	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	EEGTCNet	0.21598919785714285	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	DeepConvNet	0.14939979285714286	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	EEGNet-8,2	0.14752584	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	EEGITNet	0.14692778499999998	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	CSP + SVM	0.005598228914285714	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	TS + SVM	0.0012505346957142856	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	TS + EL	0.0011540398678571429	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	DLCSPauto + shLDA	0.00027854637564285716	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	TS + LR	0.00019676502564285715	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	MDM	0.0001488995962142857	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	CSP + LDA	0.00014398938164285712	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	FgMDM	0.00011930851807142857	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code