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ResearchFormerly WizWand

Full-Reference Image Quality Assessment on CSIQ

0.971SRCCARNIQA-FR
0.709960.777730.84550.91327Oct 20, 2023Feb 17, 2024Jun 17, 2024Oct 16, 2024Feb 13, 2025Jun 14, 2025Oct 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ARNIQA-FRMethod Type=SSL + LR2023.100.9710.975
DRF-IQAMethod Type=Deep learning2023.100.9640.96
Re-IQA-FRMethod Type=SSL + LR2023.100.9610.962
CONTRIQUE-FRMethod Type=SSL + LR2023.100.9560.964
VSIMethod Type=Traditional2023.100.9440.929
DISTSMethod Type=Deep learning2023.100.9420.942
FSIMMethod Type=Traditional2023.100.9340.919
PieAPPMethod Type=Deep learning2023.100.90.881
LPIPSMethod Type=Deep learning2023.100.8840.906
SSIMMethod Type=Traditional2023.100.8540.835
RACTDomain Setting=Out-of-domain2025.100.8380.892
PSNRMethod Type=Traditional2023.100.820.824
DeQADomain Setting=Out-of-domain2025.100.8070.863
Q-AlignDomain Setting=Out-of-domain2025.100.7890.838
VisualQuality-R1Domain Setting=Out-of-domain2025.100.7720.859
Q-InsightDomain Setting=Out-of-domain2025.100.720.768