Yipeng Wu

MS student, Tianjin University

1 paper at NeurIPS 2025

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Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering

#4914 · Hengyu Liu, Chenxin Li, Zhengxin Li, Yipeng Wu, Wuyang Li, Zhiqin Yang, Zhenyuan Zhang, Yunlong Lin, Sirui Han, Brandon Y. Feng

We introduce IR3D-Bench, a benchmark that challenges vision-language models to demonstrate real scene understanding by recreating 3D structures from images using tools, not just describing them.