Table 5 The computational burden of... | Emerald Publishing

Table 5

The computational burden of different methods

Evaluation criterion	SVM	CNN	MSRN	IDAN	DMSRN
FLOPs/(M)	0.02	2.29	5.97	10.2	7.89
Parameters Number/(M)	0.01	0.13	0.37	0.51	0.42
Storage Occupancy/(MB)	0.01	0.67	1.98	5.11	3.20
Training Time/(s)	1.5	66	99.5	123	102.3
Test Time/(s)	1.0	1.3	1.4	1.5	1.3

Evaluation criterion	SVM	CNN	MSRN	IDAN	DMSRN
FLOPs/(M)	0.02	2.29	5.97	10.2	7.89
Parameters Number/(M)	0.01	0.13	0.37	0.51	0.42
Storage Occupancy/(MB)	0.01	0.67	1.98	5.11	3.20
Training Time/(s)	1.5	66	99.5	123	102.3
Test Time/(s)	1.0	1.3	1.4	1.5	1.3