Within-Session Motor Imagery on AlexandreMotorImagery MOABB

Metric: Accuracy (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	TS + EL	69.79166675	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
2	ACM + TS + SVM	69.5833345	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
3	TS + LR	69.16666637499999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
4	TS + SVM	67.916665875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
5	FgMDM	65.62500112500001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
6	FBCSP + SVM	65	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
7	CSP + SVM	62.91666625	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
8	CSP + LDA	61.041666500000005	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
9	DLCSPauto + shLDA	60.62500012500001	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
10	MDM	60.62499999999999	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
11	ShallowConvNet	50.00000075	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
12	EEGNet-8,2	43.958333875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
13	EEGNeX	37.708333625	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
14	DeepConvNet	37.7083335	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
15	EEGITNet	36.041667	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code
16	EEGTCNet	34.166666875	No	The largest EEG-based BCI reproducibility study ...	2024-04-03	Code