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ResearchFormerly WizWand

Image Quality Assessment on CVIU

0.936SRCCQualiCLIP+
0.3380.493250.64850.80375Mar 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
QualiCLIP+Opinion-Unaware=false2024.030.9360.936
CLIP-IQA+Opinion-Unaware=false2024.030.9250.918
ARNIQAOpinion-Unaware=false2024.030.9190.926
CONTRIQUEOpinion-Unaware=false2024.030.9120.916
Re-IQAOpinion-Unaware=false2024.030.8870.895
GRepQOpinion-Unaware=false2024.030.8820.857
QualiCLIPOU (Opinion-Unaware)=true, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.840.852
QualiCLIPOpinion-Unaware=true2024.030.840.852
QualiCLIPOpinion-Unaware=true2024.030.840.852
CLIP-IQA+Opinion-Unaware=false, training_dataset=CLIVE2024.030.8370.851
HyperIQAOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.8210.835
DBCNNOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.8030.814
GRepQOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7990.816
LIQEOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.7970.81
GRepQOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.7920.82
DBCNNOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7860.803
QCNOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.7660.767
QCNOpinion-Unaware=false, training_dataset=CLIVE2024.030.7650.77
ARNIQAOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.7570.768
QCNOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7530.757
CLIP-IQA+OU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.7480.764
CLIP-IQA+Opinion-Unaware=false, Training Dataset=FLIVE2024.030.7470.77
DBCNNOpinion-Unaware=false, training_dataset=CLIVE2024.030.7280.748
CONTRIQUEOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.7190.723
Re-IQAOpinion-Unaware=false, Training Dataset=FLIVE2024.030.7140.741
TRESOpinion-Unaware=false, training_dataset=CLIVE2024.030.7130.739
LIQEOpinion-Unaware=false, training_dataset=CLIVE2024.030.7040.717
GRepQOpinion-Unaware=false, training_dataset=CLIVE2024.030.7010.717
Re-IQAOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.030.670.692
ARNIQAOpinion-Unaware=false, Training Dataset=FLIVE2024.030.6320.673
HyperIQAOpinion-Unaware=false, training_dataset=CLIVE2024.030.6320.642
CONTRIQUEOpinion-Unaware=false, Training Dataset=FLIVE2024.030.6160.681
ARNIQAOpinion-Unaware=false, training_dataset=CLIVE2024.030.610.643
CONTRIQUEOpinion-Unaware=false, training_dataset=CLIVE2024.030.5830.601
Re-IQAOpinion-Unaware=false, training_dataset=CLIVE2024.030.5760.685
LIQEOpinion-Unaware=false, Training Dataset=FLIVE2024.030.560.625
TRESOpinion-Unaware=false, Training Dataset=FLIVE2024.030.4660.51
HyperIQAOpinion-Unaware=false, Training Dataset=FLIVE2024.030.3610.4