Table 3.

The architectures scores with 2, 3, and 4 states.

CNNs Architectures	ResNet			Inception			WaveNet			Simple CNN
References	[86,87,88,89,90]			[96,97]			[84,91]			[42,92,93,94,95]
States number	2	3	4	2	3	4	2	3	4	2	3	4
Complexity	0	0	0.33	0	0	0.33	0	0	0.33	1	1	1
Performance	1	1	0.66	0	0.33	0.5	1	0.5	0.66	1	1	1
Time-consumption	0	0.5	0.66	0	0.5	0.66	1	0.5	0.66	1	0.5	0.66
1D-dimension	1	1	0.66	0	0.5	0.66	1	1	1	1	1	1
Total	2	2.5	2.31	0	1.33	2.15	3	2	2.65	4	3.5	3.66