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ResearchFormerly WizWand

Picture quality prediction on PaQ-2-PiQ full-size (test)

0.646SRCCMUSIQ
0.19360.311050.42850.54595Dec 20, 2019Mar 29, 2020Jul 7, 2020Oct 15, 2020Jan 23, 2021May 3, 2021Aug 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MUSIQvariant=multi-scale ensemble2021.080.6460.739
MUSIQ-singlevariant=single-scale2021.080.640.721
Feedback ModelSection=4.42019.120.6010.685
Ying et al.2021.080.6010.685
NIMABackbone=MobileNet-v22019.120.5830.639
NIMA2021.080.5830.639
RoIPool ModelBackbone=ResNet-18, Section=4.22019.120.5760.655
Baseline ModelBackbone=ResNet-18, Section=4.12019.120.5710.623
BRISQUE2019.120.2880.373
BRISQUE2021.080.2880.373
CNNIQA2019.120.2660.223
CNNIQA2021.080.2660.223
NIQEunsupervised=true2019.120.2110.288
NIQE2021.080.2110.288