Table 3.

Classification accuracies (%) obtained with the dataset BCI competition IV-2a.

Methods	Subject									Average (SD)
	A01	A02	A03	A04	A05	A06	A07	A08	A09
FBCSP	76.00	56.50	81.25	61.00	55.00	45.25	82.75	81.25	70.75	67.75 (12.94)
SMM	81.94	59.38	81.60	62.85	59.03	49.36	86.11	77.78	78.47	70.72 (12.35)
EEGNet	85.76	61.46	88.54	67.01	55.90	52.08	89.58	83.33	86.81	74.50 (14.36)
ConNet	76.39	55.21	89.24	74.65	56.94	54.17	92.71	77.08	76.39	72.53 (13.42)
DRDA	83.19	55.14	87.43	75.28	62.29	57.15	86.18	83.61	82.00	74.75 (12.22)
Ours	89.32	66.78	94.14	74.56	76.45	62.33	86.28	85.61	85.23	80.08 (10.07)

Highest values are highlighted in boldface.