Hierarchical Feature Extraction Assisted with Visual Saliency for Image Quality Assessment

Table 3

Performance comparison on LIVE database.

		SSIM	VIF	MAD	VSI	GMSD	IFS	MCSD	LCSIM	GLD	LLM	Our
LIVE	PLCC	0.9449	0.9604	0.9683	0.9482	0.9600	0.9586	0.9675	0.9757	0.9521	0.9578	0.9820
	SROCC	0.9479	0.9636	0.9675	0.9524	0.9603	0.9599	0.9668	0.9749	0.9631	0.9608	0.9759
	KROCC	0.7963	0.8282	0.8421	0.8058	0.8269	0.8254	0.8407	0.8600	0.8297	0.8230	0.8735
	RMSE	8.9455	7.6137	6.9073	8.6816	7.6211	7.7764	6.9079	5.9821	8.3667	7.7678	4.3403