@article{seeingisnotreasoningmvpbenchforgraph, title = {Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT}, author = {Zhuobai Dong and Junchao Yi and Ziyuan Zheng and Haochen Han and Xiangxi Zheng and Alex Jinpeng Wang and Fangming Liu and Linjie Li}, year = {2025}, eprint = {2505.24182}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.24182v1}, }