Research
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
Qiyue Gao,
Xinyu Pi,
Kevin Liu,
Junrong Chen,
Ruolan Yang,
Xinqi Huang,
Xinyu Fang,
Lu Sun,
Gautham Kishore,
Bo Ai,
Stone Tao,
Mengyang Liu,
Jiaxi Yang,
Chao-Jung Lai,
Chuanyang Jin,
Jiannan Xiang,
Benhao Huang,
Zeming Chen,
David Danks,
Hao Su,
Tianming Shu,
Ziqiao Ma,
Lianhui Qin,
Zhiting Hu
This paper evaluates whether modern Vision-Language Models (VLMs) like GPT-4o and Gemini can act as internal world models (WMs)—systems that understand and predict the world.
Last Updated on Aug 10th 2025 Powered by greatest-gatsby-academic-template.