$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models

ICLROral2026

Authors: Jing Gu, Xian Liu, Yu Zeng, Ashwin Nagarajan, Fangrui Zhu, Daniel Hong, Yue Fan, Qianqi Yan, Kaiwen Zhou, Ming-Yu Liu, Xin Eric Wang
Affiliation: xAI
Venue: ICLR 2026
Track: Oral

TL;DR

Large-scale, multidimensional video generation for physics…

Opening excerpt from the authors’ abstract. source

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Topics

evaluation physics video

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