Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM

Dingjie Song, Sicheng Lai, Mingxuan Wang, Shunian Chen, Lichao Sun 0001, Benyou Wang. Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 10527-10542, Association for Computational Linguistics, 2025. [doi]

Abstract

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