Brain Decoding on GrosseWentrup2009 MOABB

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

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Results

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#	Model↕	CO2 Emission (g)▼	Extra Data	Paper	Date↕	Code
1	FBCSP + SVM	21.6308037	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	ACM + TS + SVM	6.55720808	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	EEGNeX	3.4729265	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	ShallowConvNet	2.3070343	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	EEGTCNet	1.518727995	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	EEGNet-8,2	0.9723642659999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	DeepConvNet	0.9234428940000001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	EEGITNet	0.8872510549999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	TS + SVM	0.28341764999999997	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	TS + EL	0.269148976	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	FgMDM	0.15610860310000002	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	CSP + SVM	0.0356465945	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	TS + LR	0.0139535835	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	MDM	0.01076914422	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	LogVar + SVM	0.00362474352	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	TRCSP + LDA	0.002421635666	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
17	DLCSPauto + shLDA	0.001667790323	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
18	CSP + LDA	0.000984520588	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
19	LogVar + LDA	0.000772556251	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code