Full-Reference Image Quality Assessment on CSIQ
0.971SRCCARNIQA-FR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ARNIQA-FRMethod Type=SSL + LR2023.10 | 0.971 | 0.975 | |
| DRF-IQAMethod Type=Deep learning2023.10 | 0.964 | 0.96 | |
| Re-IQA-FRMethod Type=SSL + LR2023.10 | 0.961 | 0.962 | |
| CONTRIQUE-FRMethod Type=SSL + LR2023.10 | 0.956 | 0.964 | |
| VSIMethod Type=Traditional2023.10 | 0.944 | 0.929 | |
| DISTSMethod Type=Deep learning2023.10 | 0.942 | 0.942 | |
| FSIMMethod Type=Traditional2023.10 | 0.934 | 0.919 | |
| PieAPPMethod Type=Deep learning2023.10 | 0.9 | 0.881 | |
| LPIPSMethod Type=Deep learning2023.10 | 0.884 | 0.906 | |
| SSIMMethod Type=Traditional2023.10 | 0.854 | 0.835 | |
| RACTDomain Setting=Out-of-domain2025.10 | 0.838 | 0.892 | |
| PSNRMethod Type=Traditional2023.10 | 0.82 | 0.824 | |
| DeQADomain Setting=Out-of-domain2025.10 | 0.807 | 0.863 | |
| Q-AlignDomain Setting=Out-of-domain2025.10 | 0.789 | 0.838 | |
| VisualQuality-R1Domain Setting=Out-of-domain2025.10 | 0.772 | 0.859 | |
| Q-InsightDomain Setting=Out-of-domain2025.10 | 0.72 | 0.768 |