ChartJudgeBench: Evaluating LMM Judges for Chart-to-Code Generation
ChartJudgeBench is introduced, a diagnostic vision-language benchmark for assessing LMM judges in chart-to-code workflows and shows that current LMM judges require explicit reliability validation before being used as critics or reward models in chart-to-code optimization.