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benchmark dataset 1contextual relevance 1cross-modal evaluation 1large language models 1scientific figure quality assessment 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

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

Zihan Deng, Chuanzhi Xu, Huiqi Liang +3

The paper introduces SciFigQual-Bench, a benchmark dataset that evaluates the quality of scientific figures within full manuscript context across five dimensions, and presents a cr…