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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Qiyue Gao

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Preprint Sep 2026

WM-VLM: Probing Internal World Models for Interleaved Visual-Textual Reasoning

Humans often solve spatial problems by mentally simulating visual transformations. In contrast, conventional vision-language models (VLMs) reason primarily through language. We investigate whether VLMs can solve spatial problems by reasoning with both text and generated visual states. To this end, we introduce WM-VLM,...

Yuheng Zha, Yi-Lei Wang, Qiyue Gao et al. · 0 citations

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