Spectral Normalized CycleGAN with Application in Semisupervised Semantic Segmentation of Sonar Images

Table 3

Semisupervised semantic segmentation performance of different networks with spectral normalization on SCTDI datasets.

Network	The proportion of labels used
	1/2	2/5	3/10	1/5	1/10
LEDNet [42]	0.68	0.64	0.62	0.50	0.42
ENet [43]	0.67	0.67	0.63	0.53	0.41
U-Net [44]	0.68	0.65	0.62	0.52	0.43
ResNet [39]	0.69	0.66	0.64	0.54	0.43