大模型推理能力

Beyond Flatlands: Unlocking Spatial Intelligence by Decoupling 3D Reasoning from Numerical Regression

Zhongbin Guo, Jiahe Liu, Yushan Li, Wenyu Gao, Zhen Yang, Chenzhi Li, Xinyue Zhang, Ping Jian

机构 * School of Computer Science & Technology（计算机科学与技术学院） ； Beijing Institute of Technology（北京理工大学） 纠错

专题命中 视觉空间推理 ：reasoning(title,abstract)；chain-of-thought(abstract)；CoT(abstract)

Imagine in Space: Exploring the Frontier of Spatial Intelligence and Reasoning Efficiency in Vision Language Models

Xiaoxing Lian, Aidong Yang, Jun Zhu, Peng Wang, Yue Zhang

专题命中 视觉空间推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 10 pages,a detail and effective benchmark for spatial reasoning

Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation

Yu Zhong, Zihao Zhang, Rui Zhang, Lingdong Huang, Haihan Gao, Shuo Wang, Da Li, Ruijian Han, Jiaming Guo, Shaohui Peng, Di Huang, Yunji Chen

专题命中 视觉空间推理 ：reasoning(abstract)；chain-of-thought(abstract)；CoT(abstract)；分类 cs.AI

Error-Driven Scene Editing for 3D Grounding in Large Language Models

Yue Zhang, Zun Wang, Han Lin, Jialu Li, Jianing Yang, Yonatan Bitton, Idan Szpektor, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； University of Michigan（密歇根大学） ； Google Research（谷歌研究） 纠错

专题命中 视觉空间推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Code: https://github.com/zhangyuejoslin/Deer-3D

RynnEC: Bringing MLLMs into Embodied World

Ronghao Dang, Yuqian Yuan, Yunxuan Mao, Kehan Li, Jiangpin Liu, Zhikai Wang, Xin Li, Fan Wang, Deli Zhao

机构 * DAMO Academy, Alibaba Group（达摩院，阿里巴巴集团） ； Hupan Lab（虎盘实验室） ； Zhejiang University（浙江大学） 纠错

专题命中 视觉空间推理 ：reasoning(abstract)；分类 cs.AI

Comments The technical report of RynnEC, an embodied cognition MLLM

Scene Graph-Guided Generative AI Framework for Synthesizing and Evaluating Industrial Hazard Scenarios

Sanjay Acharjee, Abir Khan Ratul, Diego Patino, Md Nazmus Sakib

机构 * Ph.D. Student, Dept. of Civil Eng., University of Texas at Arlington. E-mail ； Assistant Professor, Dept. of Computer Sci. \& Eng., University of Texas at Arlington. E-mail ； Assistant Professor, Dept. of Civil Eng., University of Texas at Arlington. E-mail 纠错

专题命中 视觉空间推理 ：reasoning(abstract)；分类 cs.AI