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, Tianmin Shu, Ziqiao Ma, Lianhui Qin, Zhiting Hu. Findings of the Association for Computational Linguistics: ACL 2025. 2025.
Authors
- Tianmin Shu
- Zeming Chen (ORCID: https://orcid.org/0000-0002-2389-6968)
- Ziqiao Ma
- Xiao‐Jun Huang (ORCID: https://orcid.org/0000-0002-2145-6643)
- David M. Danks
- Siqi Tao (ORCID: https://orcid.org/0000-0002-6258-0173)
- Lu Sun (ORCID: https://orcid.org/0000-0001-8126-2982)
- Qiyue Gao
- Xinyu Pi
- Junrong Chen (ORCID: https://orcid.org/0009-0007-4048-3667)
- Rongcao Yang (ORCID: https://orcid.org/0000-0003-0112-1544)
- Zhiting Hu (ORCID: https://orcid.org/0000-0002-6239-5031)
- Lianhui Qin
- Mengyang Liu (ORCID: https://orcid.org/0000-0001-9116-0453)
- Jiannan Xiang
- Bo Ai (ORCID: https://orcid.org/0000-0001-6850-0595)
- Hao Su (ORCID: https://orcid.org/0009-0004-7679-7842)
- Kevin Liu (ORCID: https://orcid.org/0000-0002-3012-7921)
- Jiaxi Yang (ORCID: https://orcid.org/0000-0001-7277-0715)
- Benhao Huang
- Xinyu Fang (ORCID: https://orcid.org/0000-0003-4858-3682)
- Gautham Kishore
- Cheng-Yu Lai
- Chuanyang Jin
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.18653/v1/2025.findings-acl.1342
- Citations
- 2
- Primary Topic
- Semantic Web and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 4.96