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ResearchFormerly WizWand

No-Reference Image Quality Assessment on AG-IQA

0.839PLCCEvoQuality
0.529080.609540.690.77046Sep 30, 2025
Updated 4mo ago

Evaluation results

MethodLinks
EvoQualityModel Category=VLM-based, Zero-shot evaluation=true, Evolution Round=Round 12025.090.8390.777
EvoQualityModel Category=VLM-based, Zero-shot evaluation=true, Evolution Round=Round 22025.090.8310.771
Q-InsightModel Category=VLM-based, Zero-shot evaluation=true2025.090.8180.76
VisualQuality-R1Model Category=VLM-based, Zero-shot evaluation=true2025.090.8170.76
DeQA-ScoreModel Category=VLM-based, Zero-shot evaluation=true2025.090.8090.729
Q-AlignModel Category=VLM-based, Zero-shot evaluation=true2025.090.7720.735
Qwen2.5-VL-7BModel Category=VLM-based, Zero-shot evaluation=true2025.090.7660.682
CLIP-IQA+Model Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.7360.685
DBCNNModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.730.641
MANIQAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.7230.636
MUSIQModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.7220.63
NIMAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.7150.654
HyperIQAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.7020.64
CONTRIQUEModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.6790.606
Re-IQAModel Category=Discriminative Deep-Learning-based, Zero-shot evaluation=true2025.090.5780.525
NIQEModel Category=Handcrafted, Zero-shot evaluation=true2025.090.560.533
BRISQUEModel Category=Handcrafted, Zero-shot evaluation=true2025.090.5410.497