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ResearchFormerly WizWand

No-Reference Image Quality Assessment on Kadid10k Synthetic (test)

79.3SROCCHiRQA-DinoV3
36.34847.49958.6569.801Aug 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.0879.375.9
HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.0876.173.3
HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.087573.1
HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.0874.873.3
QualiCLIPEvaluation Protocol=Zero-Shot2025.0865.466.4
ARNIQA-OUEvaluation Protocol=Zero-Shot2025.0863.263.8
MD-FSEvaluation Protocol=Zero-Shot2025.0860.863.4
IL-NIQEEvaluation Protocol=Zero-Shot2025.0855.759.9
CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.0855.256.4
CL-MIEvaluation Protocol=Zero-Shot2025.0851.852.9
ReIQA-OUEvaluation Protocol=Zero-Shot2025.0851.653.4
CLIP-IQAEvaluation Protocol=Zero-Shot2025.0846.547.3
GRepQ-OUEvaluation Protocol=Zero-Shot2025.0841.646.3
NIQEEvaluation Protocol=Zero-Shot2025.083844.2