OpenCodePapers

no-reference-image-quality-assessment-on-1

No-Reference Image Quality Assessment
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PaperCodeSRCCPLCCModelNameReleaseDate
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression0.980.98RvTC (image-only)2025-07-20
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment✓ Link0.9440.946UNIQA2023-10-14
Image Quality Assessment using Contrastive Learning✓ Link0.9340.937CONTRIQUE2021-10-25
ARNIQA: Learning Distortion Manifold for Image Quality Assessment✓ Link0.9080.912ARNIQA2023-10-20
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild✓ Link0.8720.885Re-IQA2023-04-02
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency✓ Link0.8590.858TReS2021-08-16
Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network✓ Link0.8520.845HyperIQA2020-06-01
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network✓ Link0.8510.856DB-CNN2019-07-05
No-Reference Image Quality Assessment in the Spatial Domain✓ Link0.5280.567BRISQUE2012-08-17
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