Hierarchical Feature Extraction Assisted with Visual Saliency for Image Quality Assessment

Table 5

Performance comparison on CSIQ database.

		SSIM	VIF	MAD	VSI	GMSD	IFS	MCSD	LCSIM	GLD	LLM	Our
CSIQ	PLCC	0.8613	0.9277	0.9502	0.9279	0.9543	0.9576	0.9560	0.9704	0.9515	0.9000	0.9704
	SROCC	0.8756	0.9195	0.9466	0.9423	0.9571	0.9581	0.9592	0.9624	0.9549	0.9050	0.9673
	KROCC	0.6907	0.7393	0.7970	0.7857	0.8122	0.8158	0.8171	0.8323	0.8108	0.7238	0.8425
	RMSE	0.1334	0.0980	0.0818	0.0979	0.0791	0.0757	0.0770	0.0634	0.0810	0.1232	0.0630