大模型推理能力

CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting

Atin Pothiraj, Elias Stengel-Eskin, Jaemin Cho, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） 纠错

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

Comments ICCV 2025

Guided Navigation in Knowledge-Dense Environments: Structured Semantic Exploration with Guidance Graphs

Dehao Tao, Guangjie Liu, Weizheng, Yongfeng Huang, Minghu jiang

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

Warehouse Spatial Question Answering with LLM Agent

Hsiang-Wei Huang, Jen-Hao Cheng, Kuang-Ming Chen, Cheng-Yen Yang, Bahaa Alattar, Yi-Ru Lin, Pyongkun Kim, Sangwon Kim, Kwangju Kim, Chung-I Huang, Jenq-Neng Hwang

机构 * Information Processing Lab, University of Washington, USA（华盛顿大学信息处理实验室） ； Electronics and Telecommunications Research Institute, South Korea（韩国电子电信研究院） ； National Center for High-performance Computing, Taiwan（台湾高性能计算国家研究中心） 纠错

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

Comments 1st Place Solution of the 9th AI City Challenge Track 3

SpaRC-AD: A Baseline for Radar-Camera Fusion in End-to-End Autonomous Driving

Philipp Wolters, Johannes Gilg, Torben Teepe, Gerhard Rigoll

机构 * Technical University of Munich（慕尼黑技术大学） 纠错

专题命中 视觉空间推理 ：planning(abstract)

Comments 8 pages, 4 figures, 5 tables

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models

Jian Chen, Wenye Ma, Penghang Liu, Wei Wang, Tengwei Song, Ming Li, Chenguang Wang, Jiayu Qin, Ruiyi Zhang, Changyou Chen

专题命中 视觉空间推理 ：reasoning(abstract)

Comments Under Review