多模态大模型

"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection

Anastasios Skoularikis, Stefanos-Iordanis Papadopoulos, Symeon Papadopoulos, Panagiotis C. Petrantonakis

机构 * Department of Electrical & Computer Engineering, Aristotle University of Thessaloniki（电气与计算机工程系，阿基米德大学塞萨洛尼基分校） ； Information Technology Institute, Centre for Research & Technology Hellas（信息科技研究所，希腊研究中心） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；image-text(abstract)；分类 cs.CV、cs.MM

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents

Junjie Wang, Yuxiang Zhang, Minghao Liu, Yin Zhang, Yatai Ji, Weihao Xuan, Nie Lin, Kang Zhu, Zhiqiang Lin, Yiming Ren, Chunyang Jiang, Yiyao Yu, Zekun Wang, Tiezhen Wang, Wenhao Huang, Jie Fu, Qunshu Lin, Yujiu Yang, Ge Zhang, Ruibin Yuan, Bei Chen, Wenhu Chen

机构 * M-A-P 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.CV、cs.CL、cs.AI

Comments Technical report v1.0

GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning

Sahiti Yerramilli, Nilay Pande, Rynaa Grover, Jayant Sravan Tamarapalli

机构 * Google（谷歌） ； Waymo 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.CV、cs.AI

Automated Evaluation of Gender Bias Across 13 Large Multimodal Models

Juan Manuel Contreras

机构 * Aymara 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.CV、cs.AI

Light-Weight Cross-Modal Enhancement Method with Benchmark Construction for UAV-based Open-Vocabulary Object Detection

Zhenhai Weng, Xinjie Li, Can Wu, Weijie He, Jianfeng Lv, Dong Zhou, Zhongliang Yu

机构 * School of Automation, Chongqing University（重庆大学自动化学院） ； School of Information Science and Engineering, Lanzhou University（兰州大学信息科学与工程学院） ； Department of Control Science and Engineering, Harbin Institute of Technology（哈尔滨工业大学控制科学与工程系） ； Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong（香港中文大学机械与自动化工程系） 纠错

专题命中 多模态评测 ：cross-modal(title)；image-text(abstract)；分类 cs.CV

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain

Suifeng Zhao, Zhuoran Jin, Sujian Li, Jun Gao

机构 * Key Laboratory of High Confidence Software Technologies, CS, Peking University, China（北京大学高可信软件技术重点实验室） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； State Key Laboratory of Multimedia Information Processing, School of Computer Sciences, Peking University（北京大学多媒体信息处理国家重点实验室） 纠错

专题命中 多模态评测 ：multimodal(title,abstract)；分类 cs.CL

Aerial-ground Cross-modal Localization: Dataset, Ground-truth, and Benchmark

Yandi Yang, Jianping Li, Youqi Liao, Yuhao Li, Yizhe Zhang, Zhen Dong, Bisheng Yang, Naser El-Sheimy

机构 * Department of Geomatics Engineering（测绘工程系） ； School of Electrical and Electronic Engineering（电子电气工程学院） ； State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing（测绘遥感信息工程国家重点实验室） ； School of Mechanical Engineering（机械工程学院） 纠错

专题命中 多模态评测 ：cross-modal(title)

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Xin Lai, Junyi Li, Wei Li, Tao Liu, Tianjian Li, Hengshuang Zhao

机构 * The University of Hong Kong（香港大学） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.CL、cs.AI

Comments Code, datasets, models are available at https://github.com/Mini-o3/Mini-o3. Project Page: https://mini-o3.github.io/

XSRD-Net: EXplainable Stroke Relapse Detection

Christian Gapp, Elias Tappeiner, Martin Welk, Karl Fritscher, Stephanie Mangesius, Constantin Eisenschink, Philipp Deisl, Michael Knoflach, Astrid E. Grams, Elke R. Gizewski, Rainer Schubert

机构 * Institute of Biomedical Image Analysis UMIT TIROL -- Private University for Health Sciences（生物医学影像分析研究所） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments Contribution to MICAD 2025 conference, Nov. 19-21, 2025 | London, UK

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes

Nilay Pande, Sahiti Yerramilli, Jayant Sravan Tamarapalli, Rynaa Grover

机构 * Waymo ； Google（谷歌） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.AI

CountQA: How Well Do MLLMs Count in the Wild?

Jayant Sravan Tamarapalli, Rynaa Grover, Nilay Pande, Sahiti Yerramilli

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.AI

DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification

Guohao Huo, Zibo Lin, Zitong Wang, Ruiting Dai, Hao Tang

机构 * University of Electronic Science and Technology of China（电子科技大学） ； School of Computer Science, Peking University（北京大学计算机学院） 纠错

专题命中 多模态评测 ：cross-modal(abstract)；分类 cs.CV、cs.AI

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models

Ahmed R. Sadik, Mariusz Bujny

机构 * Honda Research Institute Europe - Germany（本田欧洲研究机构） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.AI

Backdoor Attacks and Defenses in Computer Vision Domain: A Survey

Bilal Hussain Abbasi, Yanjun Zhang, Leo Zhang, Shang Gao

专题命中 多模态评测 ：multimodal(abstract)