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ResearchFormerly WizWand

No-Reference Image Quality Assessment on Weighted Average (SPAQ, AGIQA, LIVEW, KADID, PIPAL, TID2013, CSIQ)

0.762PLCC (WAVG)EvoQuality
0.344960.453230.56150.66977Sep 30, 2025
Updated 4mo ago

Evaluation results

MethodLinks
EvoQualityModel Category=VLM-based, Evolution Round=Round 22025.090.7620.719
EvoQualityModel Category=VLM-based, Evolution Round=Round 12025.090.740.699
Q-InsightModel Category=VLM-based2025.090.7040.667
VisualQuality-R1Model Category=VLM-based2025.090.6670.631
Q-AlignModel Category=VLM-based2025.090.6630.631
DeQA-ScoreModel Category=VLM-based2025.090.6520.614
NIMAModel Category=Discriminative Deep-Learning-based2025.090.6410.616
CLIP-IQA+Model Category=Discriminative Deep-Learning-based2025.090.6410.618
MUSIQModel Category=Discriminative Deep-Learning-based2025.090.6210.592
Qwen2.5-VL-7BModel Category=VLM-based2025.090.5980.554
MANIQAModel Category=Discriminative Deep-Learning-based2025.090.5820.534
HyperIQAModel Category=Discriminative Deep-Learning-based2025.090.560.51
DBCNNModel Category=Discriminative Deep-Learning-based2025.090.5210.49
NIQEModel Category=Handcrafted2025.090.520.349
CONTRIQUEModel Category=Discriminative Deep-Learning-based2025.090.4760.411
BRISQUEModel Category=Handcrafted2025.090.4490.333
Re-IQAModel Category=Discriminative Deep-Learning-based2025.090.3610.301