arXiv Computer Vision By Zhuohang Li, Yiding Ma, Yu Shang, Lei Jin, Shengyuan Wang, Jianjie Fang, Zhaolu Wang, Xvyuan Liu, Yinzhou Tang, Xin Jin, Ziyou Wang, Weikang Su, Xin Zhang, Haisheng Su, Weizhen He, Wei Wu, Haoyi Duan, Gordon Wetzstein, Xihui Liu, Dhruv Shah, Zhaoxiang Zhang, Zhibo Chen, Jun Zhu, Yonghong Tian, Tat-Seng Chua, Xin Wang, Wenwu Zhu, Chen Gao, Yong Li

WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform

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arXiv AI
Aug 11

WorldSimProbe: Diagnosing Simulator Faithfulness in Action-Conditioned World Models for Embodied Manipulation

arXiv:2608. 09298v1 Announce Type: cross Abstract: Action-conditioned world models (ACWMs) promise to provide embodied AI with scalable predictive simulators for planning, policy evaluation, and data generation.

By Peterson Co, Sicheng Hu, Chunxuan Jiao, Hongyang Cheng, Yulin Luo, Yijie Xu, Sixiang Chen, Zhongxia Zhao, Zihao Wang, DaFeng Chi, Peidong Liu, YuTong Chen, Henghua Liu, Zhihao Yuan, Huizhu Jia, Yuzheng Zhuang, Tianle Zhang, Liang Lin, Huajie Tan, Shanghang Zhang
arXiv Computer Vision
Oct 8

Video2World: Benchmarking Coding Agents for Interactive World Modeling from Embodied Videos

arXiv:2610.04432v2 Announce Type: replace Abstract: Building interactive simulators from real-world observations is a promising way to scale embodied data, but current pipelines still rely heavily on...

By Jinzhou Tang, Zijun Zhang, Jing Yang, Yuchen Yan, Kun Zhou, Lingjun Mao, Ruobing Han, Jinglin Cao, Wenpeng Xu, Lukun He, Minghao Fu, Fan Feng, Biwei Huang
arXiv Computer Vision
Oct 27

WMEval: Evaluating Interactive World Models Grounded on Physical Simulations

arXiv:2610.33894v1 Announce Type: new Abstract: Interactive world models hold immense potential for high-stakes applications in robotics, game engines, and immersive digital twins, yet existing bench...

By Lanxiang Hu, Yixin Huang, Abhilash Shankarampeta, Zilin Dai, Yuyuan Wu, Kun Qian, Junze Liu, Arvind Srinivasan, Mingjia Huo, Will Lin, Kai Zhong, Weiqi Zhang, Tian Wang, Qingjun Cui, Tajana Rosing, Hao Zhang