@article{benchmarkingmultimodallargelanguagemodel, title = {Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues}, author = {Junchen Fu and Wenhao Deng and Kaiwen Zheng and Ioannis Arapakis and Yu Ye and Yongxin Ni and Joemon M. Jose and Xuri Ge}, year = {2026}, eprint = {2601.19750}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.19750}, }