MR-IQA unifies regression and ranking in BIQA via a quality-margin optimization framework in RL, showing competitive performance on six benchmarks.
Guiding perception-reasoning closer to human in blind image quality assessment.arXiv preprint arXiv:2512.16484, 2025
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MR-IQA: A Unified Margin View of Regression and Ranking for Blind Image Quality Assessment
MR-IQA unifies regression and ranking in BIQA via a quality-margin optimization framework in RL, showing competitive performance on six benchmarks.