@article{chartm3amultistagecodedrivenpipelineforc, title = {ChartM$^3$: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension}, author = {Duo Xu and Hao Cheng and Xin Lin and Zhen Xie and Hao Wang}, year = {2025}, eprint = {2511.02415}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.02415}, }