Brain Computer Interface on AlexandreMotorImagery MOABB

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

LeaderboardDataset

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Results

#	Model↕	CO2 Emission (g)▼	Extra Data	Paper	Date↕	Code
1	ShallowConvNet	3.21283768775	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	EEGNeX	3.1961726155	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	EEGNet-8,2	2.673163054	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	EEGTCNet	2.198906455875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	DeepConvNet	1.546965218875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	EEGITNet	1.109086602625	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	EEGTCNet	0.32988478875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	EEGNeX	0.32373731	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	ShallowConvNet	0.274686495	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	EEGITNet	0.23635414124999998	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	EEGNet-8,2	0.21616533875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	FBCSP + SVM	0.213897607	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	ACM + TS + SVM	0.18950154875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	DeepConvNet	0.1890227225	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	ACM + TS + SVM	0.1485686325	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	CSP + SVM	0.03446902725	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
17	FBCSP + SVM	0.005079346375	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
18	CSP + SVM	0.0020791944125	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
19	TS + SVM	0.00173950673625	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
20	TS + EL	0.0013501269012499999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
21	MDM	0.000925614838125	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
22	TS + LR	0.000786763229625	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
23	CSP + LDA	0.00078139250425	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
24	TS + SVM	0.000746707585	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
25	CSP + LDA	0.0005938407575	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
26	TS + EL	0.00053827818375	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
27	FgMDM	0.00038144418074999997	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
28	DLCSPauto + shLDA	0.0003630056075	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
29	MDM	0.00035755518724999997	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
30	TS + LR	0.000240011290125	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
31	DLCSPauto + shLDA	0.000210748843625	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
32	FgMDM	0.00010770661525000001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code