@article{fromrecognitiontoreasoningbenchmarkingan, title = {From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding}, author = {Yandi Wang and Libin Zhan and Ziwei Huang and Tiancheng Luo and Yuxuan Jiang and Wang Dong and Leilei Gan and Jun Chen}, year = {2026}, eprint = {2605.22413}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.22413}, }