Table 8.

Performance comparison on three benchmark $IQA$ databases.

Methods	LIVE		TID2013		LIVE-CH
	SRCC	PLCC	SRCC	PLCC	SRCC	PLCC
DIQaM [33]	0.960	0.972	0.835	0.855	0.606	0.601
BIECON [48]	0.958	0.960	0.717	0.762	0.595	0.613
DIQA [32]	0.975	0.977	0.825	0.850	0.703	0.704
DB-CNN [49]	0.968	0.971	0.816	0.865	0.851	0.869
AIGQA [16]	0.960	0.957	0.871	0.893	0.751	0.761
CNN-BQA (proposed)	0.961	0.966	0.881	0.876	0.772	0.786
DIIVINE [26]	0.925	0.923	0.654	0.549	0.546	0.568
BRISQUE [28]	0.939	0.942	0.573	0.651	0.607	0.585
ILNIQE [27]	0.902	0.865	0.519	0.640	0.430	0.510
FRIQUE [31]	0.948	0.962	0.669	0.704	0.720	0.720
SSEQ [30]	0.941	0.943	0.883	0.886	0.772	0.807
GMLOGQA [29]	0.956	0.970	0.883	0.877	0.782	0.805
DLBQA (proposed)	0.951	0.957	0.892	0.893	0.779	0.862
ILBQA (proposed)	0.977	0.983	0.934	0.942	0.876	0.883