Table 6.

Classification accuracy (%) on BCI competition III dataset.

Method	Subject		Average accuracy
	A	B
CNN1	85.25	89.08	87.17
CNN3	83.92	86.92	85.42
CNNR	84.83	89.17	87.00
BN3	84.67	90.33	87.50
OCLNN	85.33	90.58	87.96
EEGNet	86.92	91.75	89.34
DeepConvNet	87.00	90.50	88.75
ShallowConvNet	83.50	86.50	85.00
Ours	87.50	92.50	90.00

Highest values are highlighted in boldface.