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ResearchFormerly WizWand

No-Reference Image Quality Assessment on Koniq10k Authentic (test)

0.817SROCCQualiCLIP
0.498760.581380.6640.74662Aug 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
QualiCLIPEvaluation Protocol=Zero-Shot2025.080.8170.838
HiRQA (ResNet50)Backbone=ResNet-50, Evaluation Protocol=Zero-Shot2025.080.8020.812
HiRQA-CLIPBackbone=CLIP Vision Encoder, Evaluation Protocol=Zero-Shot2025.080.8010.806
GRepQ-OUEvaluation Protocol=Zero-Shot2025.080.7760.798
HiRQA-DinoV3Backbone=DinoV3, Evaluation Protocol=Zero-Shot2025.080.7720.791
HiRQA-S (ResNet18)Backbone=ResNet-18, Evaluation Protocol=Zero-Shot2025.080.7680.782
ARNIQA-OUEvaluation Protocol=Zero-Shot2025.080.7460.762
MD-FSEvaluation Protocol=Zero-Shot2025.080.7390.746
CLIP-IQAEvaluation Protocol=Zero-Shot2025.080.6950.73
CL-MIEvaluation Protocol=Zero-Shot2025.080.6640.653
CONTRIQUE-OUEvaluation Protocol=Zero-Shot2025.080.6510.637
ReIQA-OUEvaluation Protocol=Zero-Shot2025.080.580.568
NIQEEvaluation Protocol=Zero-Shot2025.080.5270.532
IL-NIQEEvaluation Protocol=Zero-Shot2025.080.5110.532