@article{verifyabenchmarkofvisualexplanationand, title = {VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity}, author = {Jing Bi and Junjia Guo and Susan Liang and Guangyu Sun and Luchuan Song and Yunlong Tang and Jinxi He and Jiarui Wu and Ali Vosoughi and Chen Chen and Chenliang Xu}, year = {2025}, eprint = {2503.11557}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.11557v1}, }