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Research paper

Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues

J Fu, W Deng, K Zheng, I Arapakis, Y Ye, Y Ni, JM Jose, X Ge

arXiv preprint

Abstract

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Citation

@article{2026-mllm-missing-modality,
  title = {Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues},
  author = {J Fu and W Deng and K Zheng and I Arapakis and Y Ye and Y Ni and JM Jose and X Ge},
  year = {2026},
  journal = {arXiv preprint},
  doi = {10.1016/j.patcog.2026.114020},
  eprint = {2601.19750},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.19750},
}