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Author

Le-Quan Yu

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#computer vision Jul 2026

SciFigQual-Bench: A Benchmark for Scientific Figure Quality Assessment with Full-Manuscript Context

This work proposes SciFigQual-Bench, a full-text contextual benchmark that evaluates scientific image across five dimensions (clarity, layout,captionfit, contextrelevance, andmisleadingrisk), and develops SFQ-Agent to achieve auditable and refined scoring through the collection and fusion of modal evidence.

Zi-Han Deng, Chuanzhi Xu, Hui-Qi Liang et al. · 1 citation · ⚡1

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