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ResearchFormerly WizWand

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

0.566SRCCMUSIQ
0.075120.202560.330.45744Dec 20, 2019Mar 29, 2020Jul 7, 2020Oct 15, 2020Jan 23, 2021May 3, 2021Aug 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MUSIQvariant=multi-scale ensemble2021.080.5660.661
MUSIQ-singlevariant=single-scale2021.080.5630.651
Feedback ModelSection=4.42019.120.5620.649
Ying et al.2021.080.5620.649
RoIPool ModelBackbone=ResNet-18, Section=4.22019.120.5410.618
Baseline ModelBackbone=ResNet-18, Section=4.12019.120.5250.599
NIMABackbone=MobileNet-v22019.120.5210.609
NIMA2021.080.5210.609
BRISQUE2019.120.3030.341
BRISQUE2021.080.3030.341
CNNIQA2019.120.2590.242
CNNIQA2021.080.2590.242
NIQEunsupervised=true2019.120.0940.131
NIQE2021.080.0940.131