Image Quality Assessment on CVIU
0.936SRCCQualiCLIP+
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QualiCLIP+Opinion-Unaware=false2024.03 | 0.936 | 0.936 | |
| CLIP-IQA+Opinion-Unaware=false2024.03 | 0.925 | 0.918 | |
| ARNIQAOpinion-Unaware=false2024.03 | 0.919 | 0.926 | |
| CONTRIQUEOpinion-Unaware=false2024.03 | 0.912 | 0.916 | |
| Re-IQAOpinion-Unaware=false2024.03 | 0.887 | 0.895 | |
| GRepQOpinion-Unaware=false2024.03 | 0.882 | 0.857 | |
| QualiCLIPOU (Opinion-Unaware)=true, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.84 | 0.852 | |
| QualiCLIPOpinion-Unaware=true2024.03 | 0.84 | 0.852 | |
| QualiCLIPOpinion-Unaware=true2024.03 | 0.84 | 0.852 | |
| CLIP-IQA+Opinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.837 | 0.851 | |
| HyperIQAOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.821 | 0.835 | |
| DBCNNOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.803 | 0.814 | |
| GRepQOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.799 | 0.816 | |
| LIQEOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.797 | 0.81 | |
| GRepQOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.792 | 0.82 | |
| DBCNNOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.786 | 0.803 | |
| QCNOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.766 | 0.767 | |
| QCNOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.765 | 0.77 | |
| ARNIQAOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.757 | 0.768 | |
| QCNOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.753 | 0.757 | |
| CLIP-IQA+OU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.748 | 0.764 | |
| CLIP-IQA+Opinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.747 | 0.77 | |
| DBCNNOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.728 | 0.748 | |
| CONTRIQUEOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.719 | 0.723 | |
| Re-IQAOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.714 | 0.741 | |
| TRESOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.713 | 0.739 | |
| LIQEOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.704 | 0.717 | |
| GRepQOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.701 | 0.717 | |
| Re-IQAOU (Opinion-Unaware)=false, Train Dataset=PIPAL, Evaluation Setting=Cross-dataset2024.03 | 0.67 | 0.692 | |
| ARNIQAOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.632 | 0.673 | |
| HyperIQAOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.632 | 0.642 | |
| CONTRIQUEOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.616 | 0.681 | |
| ARNIQAOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.61 | 0.643 | |
| CONTRIQUEOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.583 | 0.601 | |
| Re-IQAOpinion-Unaware=false, training_dataset=CLIVE2024.03 | 0.576 | 0.685 | |
| LIQEOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.56 | 0.625 | |
| TRESOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.466 | 0.51 | |
| HyperIQAOpinion-Unaware=false, Training Dataset=FLIVE2024.03 | 0.361 | 0.4 |