Research on Image Denoising and Super-Resolution Reconstruction Technology of Multiscale-Fusion Images

Table 6

The ablation experiment results.

Dataset	Delete the loss function	SRCNN	SRGAN	ESRGAN	ADGAN	MFGAN (proposed)
CIFAR-100	Adversarial loss	Error	Error	Error	Error	Error
	Perceived loss	19.57	20.44	20.23	20.19	20.80
VOC2012	Adversarial loss	Error	Error	Error	Error	Error
	Perceived loss	19.89	20.43	20.42	20.11	20.52
BSD100	Adversarial loss	Error	Error	Error	Error	Error
	Perceived loss	20.06	20.66	20.39	20.81	20.78