Table 7.

The average classification accuracy for the four datasets with four CNN architectures

	EEGNet	DeepConvNet	EEGNet	AlexNet	LeNet
	STFT	VMD+STFT	VMD+STFT	VMD+STFT	VMD+STFT
Dataset I	57.75	80.23	91.37	59.27	68.44
Dataset II	67.46	74.42	94.41	61.49	75.07
Dataset III	72.64	88.52	85.67	71.83	70.72
Dataset IV	68.45	85.06	90.21	69.14	77.02