Within-Session Motor Imagery on BNCI2015-004 MOABB

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

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	CO2 Emission (g)▼	Extra Data	Paper	Date↕	Code
1	ACM + TS + SVM	0.9881697544444444	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	EEGNeX	0.2742768266666667	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	ShallowConvNet	0.17052666777777778	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	FBCSP + SVM	0.16502183722222222	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	EEGTCNet	0.1444858745	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	EEGITNet	0.14264759755555556	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	DeepConvNet	0.1387313113888889	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	EEGNet-8,2	0.11595792811111111	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	CSP + SVM	0.0062806895666666675	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	TS + EL	0.003150417694444444	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	TS + SVM	0.0030399768388888887	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	FgMDM	0.00262010596	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	DLCSPauto + shLDA	0.0022248175055555553	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	TS + LR	0.0014654134566666668	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	CSP + LDA	0.0014029495131111112	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	MDM	0.0008106952038888889	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code

#1ACM + TS + SVMSOTA
0.9881697544444444
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#2EEGNeX
0.2742768266666667
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#3ShallowConvNet
0.17052666777777778
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#4FBCSP + SVM
0.16502183722222222
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#5EEGTCNet
0.1444858745
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#6EEGITNet
0.14264759755555556
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#7DeepConvNet
0.1387313113888889
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#8EEGNet-8,2
0.11595792811111111
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#9CSP + SVM
0.0062806895666666675
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#10TS + EL
0.003150417694444444
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#11TS + SVM
0.0030399768388888887
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#12FgMDM
0.00262010596
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#13DLCSPauto + shLDA
0.0022248175055555553
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#14TS + LR
0.0014654134566666668
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#15CSP + LDA
0.0014029495131111112
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code
#16MDM
0.0008106952038888889
CO2 Emission (g)· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark Code