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ResearchFormerly WizWand

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

0.862SROCCHiRQA (ResNet50)
0.609280.674890.74050.80611Aug 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.080.8620.874
IL-NIQEEvaluation Protocol=Zero-Shot2025.080.8480.883
HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.080.8380.885
HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.080.8350.844
HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.080.8340.853
ARNIQA-OUEvaluation Protocol=Zero-Shot2025.080.8320.81
QualiCLIPEvaluation Protocol=Zero-Shot2025.080.8040.842
MD-FSEvaluation Protocol=Zero-Shot2025.080.7970.829
CLIP-IQAEvaluation Protocol=Zero-Shot2025.080.7480.805
GRepQ-OUEvaluation Protocol=Zero-Shot2025.080.740.742
ReIQA-OUEvaluation Protocol=Zero-Shot2025.080.7130.725
CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.080.6840.7
NIQEEvaluation Protocol=Zero-Shot2025.080.6420.727
CL-MIEvaluation Protocol=Zero-Shot2025.080.6190.615