AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

2025-10-07 至 2025-10-07 共收录 6 篇信号源：cs.CV, cs.AI, cs.LG

1. 视觉问答 6 篇

2507.11625 2025-10-07 cs.CL cs.AI cs.CV cs.LG 85%

MapIQ: Evaluating Multimodal Large Language Models for Map Question Answering

Varun Srivastava, Fan Lei, Srija Mukhopadhyay, Vivek Gupta, Ross Maciejewski

机构 * School of Computing and Augmented Intelligence（计算与增强智能学院）； Arizona State University（亚利桑那州立大学）； Department of Computer Science（计算机科学系）； International Institute of Information Technology（国际信息科技研究所）

专题命中视觉问答：multimodal large language model(title,abstract)；visual question answering(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments Published as a conference paper at COLM 2025

2510.03903 2025-10-07 cs.CV 79%

Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models

Md. Atabuzzaman, Andrew Zhang, Chris Thomas

机构 * Department of Computer Science（计算机科学系）； Virginia Tech（弗吉尼亚理工大学）

专题命中视觉问答：vision-language model(title,abstract)；分类 cs.CV

Comments Accepted to EMNLP 2025 Findings

2510.04532 2025-10-07 cs.AI cs.CL cs.RO 77%

More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models

Xurui Song, Shuo Huai, JingJing Jiang, Jiayi Kong, Jun Luo

机构 * S-Lab, Nanyang Technological University, Singapore（南洋理工大学S实验室）； College of Computing and Data Science, Nanyang Technological University, Singapore（南洋理工大学计算与数据科学学院）

专题命中视觉问答：vision-language model(abstract)；VLM(abstract)；visual question answering(abstract)；分类 cs.AI

Comments The dataset will be released publicly once the paper is accepted for publication

2507.18743 2025-10-07 cs.CV 70%

SAR-TEXT: A Large-Scale SAR Image-Text Dataset Built with SAR-Narrator and A Progressive Learning Strategy for Downstream Tasks

Yiguo He, Xinjun Cheng, Junjie Zhu, Chunping Qiu, Jun Wang, Xichuan Zhang, Qiangjuan Huang, Ke Yang

机构 * Intelligent Game and Decision Lab（智能游戏与决策实验室）

专题命中视觉问答：vision language model(abstract)；visual question answering(abstract)；分类 cs.CV

Comments IEEE Submission

2503.15778 2025-10-07 cs.CV cs.RO 70%

AutoDrive-QA: A Multiple-Choice Benchmark for Vision-Language Evaluation in Urban Autonomous Driving

Boshra Khalili, Andrew W. Smyth

机构 * Columbia University（哥伦比亚大学）

专题命中视觉问答：vision-language model(abstract)；LLaVA(abstract)；分类 cs.CV

Comments Updated results with larger dataset experiments and expanded discussion

2406.11334 2025-10-07 cs.AI 57%

Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment

Chao Wen, Jacqueline Staub, Adish Singla

专题命中视觉问答：visual question answering(abstract)；分类 cs.AI

Comments ACL'25 paper