ACL Findings2025
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
摘要
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.
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引用它的顶会 Paper7
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- ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal GenerationYongyuan Liang, Wei Chow, Feng Li, Ziqiao Ma 等ICLR 2026 · 13 次引用
- Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases ThemWoojung Han, Seil Kang, Youngjun Jun, Min-Hung Chen 等ICML 2026 · 2 次引用
- Active Intelligence in Video Avatars via Closed-loop World ModelingXuanhua He, Tianyu Yang, Ke Cao, Ruiqi Wu 等CVPR 2026 · 2 次引用
- MET-Bench: Multimodal Entity Tracking for Evaluating the Limitations of Vision-Language and Reasoning ModelsVanya Cohen, Ray MooneyICML 2026 · 2 次引用
它引用的 Paper30
- Dream to Control: Learning Behaviors by Latent ImaginationDanijar Hafner, Timothy P. Lillicrap, Jimmy Ba, Mohammad NorouziICLR 2020 · 1,852 次引用
- Faith and Fate: Limits of Transformers on CompositionalityNouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li 等NeurIPS 2023 · 728 次引用
- CLEVRER: Collision Events for Video Representation and ReasoningKexin Yi, Chuang Gan, Yunzhu Li, Pushmeet Kohli 等ICLR 2020 · 584 次引用
- Genie: Generative Interactive EnvironmentsJake Bruce, Michael D. Dennis, Ashley Edwards, Jack Parker-Holder 等ICML 2024 · 513 次引用
- SpatialRGPT: Grounded Spatial Reasoning in Vision-Language ModelsAn-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo 等NeurIPS 2024 · 412 次引用
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