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Table 2 Implicit NR-IQA algorithm performance comparison

From: Explicit-implicit dual stream network for image quality assessment

Algorithm Depth Indies on LIVE Training method Year
   SROCC PLCC   
CNNIQA 5 0.956 0.953 CNN 2014
DeepBIQ 3 0.889 0.908 CNN 2017
RankIQA 16 0.981 0.982 CNN 2017
dipIQ 5 0.960 0.969 RankNet 2017
BIECON 6 0.961 0.962 CNN 2017
deepIQA 12 0.972 0.960 VGGnet 2018
MEON 13 0.974 0.972 CNN 2018
BLINDER 37 0.966 0.959 VGGnet 2018
DIQA 7 0.970 0.971 CNN 2019
DeepVR-IQA 7 0.882 0.888 ResNet-50 2020