High-Resolution Radar Target Recognition via Inception-Based VGG (IVGG) Networks

Table 9

Accuracy rates (%) on the HRRP dataset.

Method	HRRP-1		HRRP-2
	Tanh	ReLU	Tanh	ReLU
GoogLeNet	98.71	97.95	98.48	97.85
ResNet18	98.52	98.02	98.48	98.20
DenseNet121	98.73	97.94	98.15	97.65
VGG11	98.32	98.18	98.56	97.51
VGG13	99.05	98.89	98.76	98.79
VGG16	98.75	98.55	98.94	98.88
VGG19	98.90	98.40	98.66	98.76
IVGG11-3FC	98.79	97.76	98.35	98.19
IVGG11-1FC	98.52	98.28	97.95	98.42
IVGG13-3FC	98.75	98.86	98.65	98.80
IVGG13-1FC	98.46	98.43	98.33	98.54
IVGG16-3FC	99.24	98.99	98.90	98.67
IVGG16-1FC	98.54	98.79	98.50	98.63
IVGG19-3FC	99.06	99.05	98.84	98.98
IVGG19-1FC	98.35	98.84	98.02	98.11