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Tool-IQA: Augmenting Image Quality Assessment with Simple Tools
Tool-IQA equips vision-language models with magnifier and gamma corrector tools for local inspection and calibrated image quality scoring, significantly outperforming state-of-the-art models.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 0/5