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CVPR 2026 Workshop on Video Generative Models: Benchmarks and Evaluation

CVPR 2026 Workshop VGBE

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Submission deadline
Mar 13, 2026, 23:59 UTC
OpenReview-synced 2026-03-13 23:59 UTC (as of 2026-06-23) — extensions on OpenReview are applied automatically; verify on the website.
Submission portal
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Topics were auto-suggested and may be imprecise — edits welcome.

Accepted papers (13)

Fetched from OpenReview (v2) on 2026-06-10.

  1. AIGVE-MACS: Unified Multi-Aspect Commenting and Scoring Model for AI-Generated Video Evaluation

    Xiao Liu, Jiawei Zhang · PDF

  2. Distilling Geometry Priors for 3D-Consistent Video Generation

    Hongyang Du, Junjie Ye, Xiaoyan Cong, Runhao Li, Jingcheng Ni, Aman Agarwal, Zeqi Zhou, Zekun Li, Randall Balestriero, Yue Wang · PDF

  3. Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos

    Xavier Thomas, Youngsun Lim, Ananya Srinivasan, Audrey Zheng, Deepti Ghadiyaram · PDF

  4. Inferring Dynamic Physical Properties from Video Foundation Models

    Guanqi Zhan, Xianzheng Ma, Weidi Xie, Andrew Zisserman · PDF

  5. Objects in Generated Videos Are Slower Than They Appear: Models Suffer Sub-Earth Gravity and Don’t Know Galileo’s Principle...for now

    Varun Varma Thozhiyoor, Shivam Tripathi, Venkatesh Babu Radhakrishnan, Anand Bhattad · PDF

  6. Physics-Aware Video Instance Removal Benchmark

    Zirui Li, Xinghao Chen, Lingyu Jiang, Dengzhe Hou, Kazunori Yamada, Fangzhou Lin, Xiangbo Gao, Zhengzhong Tu · PDF

  7. Risk-Controllable Multi-View Diffusion for Driving Scenario Generation

    Hongyi Lin, Wenxiu Shi, Heye Huang, Dingyi Zhuang, Song Zhang, Yang Liu, Xiaobo Qu, Jinhua Zhao · PDF

  8. T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation

    Zhe Cao, Tao Wang, Jiaming Wang, Yanghai Wang, Yuanxing Zhang, Jiahao Wang, Jialu Chen, Miao Deng, Chenxi Liao, Yize Zhang, Yubin Guo, Yawei Zhou, Zhaoxiang Zhang, Jiaheng Liu · PDF

  9. Tempered Self-Similarity Alignment for Physically Plausible Video Generation

    Manjin Kim, Suha Kwak, Minsu Cho · PDF

  10. Test-Time Domain Adaptation for Interactive Video Generation

    Ishaan Singh Rawal, Suryansh Kumar · PDF

  11. The Evaluation Imperative for Video Generative Models: A Survey on Metrics, Benchmarks, and Trustworthiness

    Kaveh Safavigerdini, Bijaya Kumar Hatuwal, Amirreza Daghighi, Kannappan Palaniappan · PDF

  12. V-PartSwap: Motion-Consistent Facial Part Transfer in Videos via Alignment-Aware Diffusion

    Weng Ian Chan, Yuantian Huang, Xingchao Yang, Fumio Okura, Takafumi Taketomi · PDF

  13. VideoASMR-Bench: Can AI-Generated ASMR Videos Fool VLMs and Humans?

    Jiaqi WANG, Weijia Wu, Yi Zhan, Rui Zhao, Ming Hu, James Cheng, Wei Liu, Philip Torr, Kevin Qinghong Lin · PDF