Blind Image Quality Assessment via Multiperspective Consistency

Table 7

The SRCC and PLCC values for baselines using different backbone networks on LIVE and LIVEC datasets.

Dataset	LIVE		LIVEC
Backbone	SRCC	PLCC	SRCC	PLCC
VGG-11	0.952	0.956	0.804	0.819
VGG-16	0.955	0.960	0.825	0.855
DenseNet-121	0.965	0.968	0.828	0.846
DenseNet-169	0.967	0.970	0.833	0.852
ResNet-18	0.961	0.965	0.827	0.850
ResNet-50	0.968	0.971	0.836	0.859
GoogleNet	0.959	0.962	0.824	0.859