Author

Jian-Bing Shen

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#computer vision Jun 2026

World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning

This work constructs two human-verified benchmarks, VRQABench for controllable spatial lookahead and OpenWorldQA for open-domain physical prediction, and proposes Privileged-Future On-Policy Self-Distillation (PF-OPSD), a model that outperforms baseline by 10.6% and 10.9% on VRQABench and OpenWorldQA, respectively, whi...

Yu-Chen Zhou, Wei Tao, Yiwen Guo et al. · arXiv.org · 1 citation