@inproceedings{he-etal-2026-vgi, title = "{VGI}-Bench: Probing Visual Intelligence in Video Generation Models", author = "He, Xuan and Wei, Cong and Cheng, Yuhao and Ma, Linrui and Zhang, Yuxuan and Li, Zuojun and Wen, Yuhao and Jiang, Jize and Liu, Zeyi and Hao, Yuren and Cai, Songcheng and Wu, Keming and Du, Penghui and Zou, Kai and Yang, Rui and Sun, Chenkai and Yang, Ke and Nie, Ping and Allen, Kelsey R and Wang, Chenglong and Galley, Michel and Gao, Jianfeng and Zhai, ChengXiang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1770/", pages = "40335--40371", ISBN = "979-8-89176-459-0" }