Within-Session SSVEP on Wang2016 MOABB

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Accuracy

Rank	Model	Accuracy	training time (s)	CO2 Emission (g)	Paper	Code	Year
1	TRCA	98.97058994117646	51.168803294117644	0.35510938491176475	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
2	CCA	88.22303944117647	35.958232058823526	0.25679755529411763	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
3	SSVEP_TS + LR	67.52450958823529	23.87455808235294	0.014626497973529412	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
4	SSVEP_TS + SVM	59.58333323529412	27.371970164705882	0.016185734488235293	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
5	SSVEP_MDM	54.76715661764706	19.76784232352941	0.014037612047058824	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
6	TRCA	98.97058994117646	51.168803294117644	0.35510938491176475	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
7	CCA	88.22303944117647	35.958232058823526	0.25679755529411763	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
8	SSVEP_TS + LR	67.52450958823529	23.87455808235294	0.014626497973529412	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
9	SSVEP_TS + SVM	59.58333323529412	27.371970164705882	0.016185734488235293	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024
10	SSVEP_MDM	54.76715661764706	19.76784232352941	0.014037612047058824	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark	NeuroTechX/moabb	2024