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 ± 13.73
CCSP	84.72	52.78	80.90	59.38	54.51	49.31	88.54	71.88	56.60	66.50 ± 15.13
BOTDA	80.43	55.83	80.90	57.64	55.39	62.79	70.23	81.92	80.68	69.38 ± 11.95
EEGNet	85.76	61.46	88.54	67.01	55.90	52.08	89.58	83.33	86.81	74.50 ± 15.23
ConNet	76.39	55.21	89.24	74.65	56.94	54.17	92.71	77.08	76.39	72.53 ± 14.24
DEI	81.85	53.71	81.25	66.67	57.97	63.72	84.48	79.70	79.92	72.14 ± 11.66
DRDA	83.19	55.14	87.43	75.28	62.29	57.15	86.18	83.61	82.00	74.70 ± 12.96
DAJAN	86.46	68.75	93.06	85.42	72.57	63.54	95.49	85.76	83.68	81.52 ± 10.94
FTF	83.27	57.24	91.94	66.67	76.45	66.51	86.28	83.39	82.58	77.15 ± 11.34
DAFM	86.83	72.43	96.70	74.56	81.52	64.65	91.69	85.60	84.84	82.09 ± 10.02

Highest values are highlighted in boldface.