大模型推理能力

11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis

Chengzu Li, Wenshan Wu, Huanyu Zhang, Qingtao Li, Zeyu Gao, Yan Xia, José Hernández-Orallo, Ivan Vulić, Furu Wei

机构 * Microsoft Research（微软研究院） ； Language Technology Lab, University of Cambridge（语言技术实验室，剑桥大学） ； Institute of Automation, Chinese Academy of Sciences（自动化研究所，中国科学院） ； Department of Oncology, University of Cambridge（癌症部门，剑桥大学） ； Leverhulme Centre for the Future of Intelligence, University of Cambridge（未来智能中心，剑桥大学） ； VRAIN, Universitat Politècnica de València（VRAIN，巴塞罗那理工大学） 纠错

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

Comments 9 pages, 4 figures (22 pages, 7 figures, 7 tables including references and appendices)

FlyMeThrough: Human-AI Collaborative 3D Indoor Mapping with Commodity Drones

Xia Su, Ruiqi Chen, Jingwei Ma, Chu Li, Jon E. Froehlich

专题命中 视觉空间推理 ：planning(abstract)

Comments Accepted at UIST 2025, 14 pages, 8 figures, 2 tables

Assessing the Geolocation Capabilities, Limitations and Societal Risks of Generative Vision-Language Models

Oliver Grainge, Sania Waheed, Jack Stilgoe, Michael Milford, Shoaib Ehsan

专题命中 视觉空间推理 ：reasoning(abstract)

Comments Accepted to AAAI Fall Symposium 2025 on AI Trustworthiness and Risk Assessment for Challenging Contexts (ATRACC)