IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering. - Parker Liu; Chenxin Li; Zhengxin Li; Yipeng Wu; Wuyang Li; Zhiqin Yang; Zhenyuan Zhang; Yunlong Lin; Sirui Han; Brandon Y. Feng (CoRR, 2025)