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Zi-Jian Zhang

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Preprint Sep 2026

ChartJudgeBench: Evaluating LMM Judges for Chart-to-Code Generation

Building strong chart-to-code systems increasingly relies on reinforcement learning, whose effectiveness depends critically on the quality of the reward signal. Large Multimodal Models (LMMs) play a natural critical role in jointly assessing chart visual appearance and task requirements. They are therefore increasingly...

Li-Jian Wu, Henry Hengyuan Zhao, Zi-Jian Zhang et al. · 0 citations

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