多模态大模型 - arXivDaily 专题

2507.23382 2025-08-01 cs.CL cs.AI cs.CV 85%

MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models

Yiyan Ji, Haoran Chen, Qiguang Chen, Chengyue Wu, Libo Qin, Wanxiang Che

机构 * Harbin Institute of Technology（哈尔滨工业大学）； The University of Hong Kong（香港大学）； Central South University（中南大学）

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

Comments Accepted to ACM Multimedia 2025

2506.10006 2025-08-01 cs.MM cs.AI cs.CV cs.LG 82%

HER2 Expression Prediction with Flexible Multi-Modal Inputs via Dynamic Bidirectional Reconstruction

Jie Qin, Wei Yang, Yan Su, Yiran Zhu, Weizhen Li, Yunyue Pan, Chengchang Pan, Honggang Qi

机构 * School of Computer Science and Technology, University of the Chinese Academy of Sciences（中国科学院大学计算机科学与技术学院）； School of Computer Science and Technology, University of Chinese Academy of Sciences（中国科学院大学计算机科学与技术学院）； Institute for Clarity in Documentation（清晰文档研究所）； Inria Paris-Rocquencourt（巴黎- Rocquencourt 国家信息与自动化所）； Rajiv Gandhi University（拉贾·甘地大学）； Tsinghua University（清华大学）； Palmer Research Laboratories（帕勒实验室）

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

Comments 8 pages,6 figures,3 tables,accepted by the 33rd ACM International Conference on Multimedia(ACM MM 2025)

2507.23135 2025-08-01 cs.CL 79%

ISO-Bench: Benchmarking Multimodal Causal Reasoning in Visual-Language Models through Procedural Plans

Ananya Sadana, Yash Kumar Lal, Jiawei Zhou

机构 * Stony Brook University（石溪大学）

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

2503.14939 2025-08-01 cs.CV 79%

VisNumBench: Evaluating Number Sense of Multimodal Large Language Models

Tengjin Weng, Jingyi Wang, Wenhao Jiang, Zhong Ming

机构 * College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院）； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)（广东省人工智能与数字经济发展实验室）； Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际 Graduate School）； Shenzhen Technology University（深圳技术大学）

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

Comments accepted by ICCV 2025

2507.23091 2025-08-01 cs.AI cs.SD eess.AS 62%

Moravec's Paradox: Towards an Auditory Turing Test

David Noever, Forrest McKee

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

2507.23193 2025-08-01 cs.CV 57%

A Novel Dataset for Flood Detection Robust to Seasonal Changes in Satellite Imagery

Youngsun Jang, Dongyoun Kim, Chulwoo Pack, Kwanghee Won

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

Comments 8 pages, 2 figures. Presented at ACM RACS 2024 (Pompei, Italy, Nov 5-8, 2024)

2507.22932 2025-08-01 cs.CL q-fin.GN 57%

FinMarBa: A Market-Informed Dataset for Financial Sentiment Classification

Baptiste Lefort, Eric Benhamou, Beatrice Guez, Jean-Jacques Ohana, Ethan Setrouk, Alban Etienne

机构 * Ai For Alpha ； Centrale Supélec ； Paris Dauphine PSL（巴黎-法兰西大学）

专题命中多模态评测：cross-modal(abstract)；分类 cs.CL

Comments 8 pages

2507.17186 2025-08-01 cs.CL 57%

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Lingfeng Zeng, Fangqi Lou, Zixuan Wang, Jiajie Xu, Jinyi Niu, Mengping Li, Yifan Dong, Qi Qi, Wei Zhang, Ziwei Yang, Jun Han, Ruilun Feng, Ruiqi Hu, Lejie Zhang, Zhengbo Feng, Yicheng Ren, Xin Guo, Zhaowei Liu, Dongpo Cheng, Weige Cai, Liwen Zhang

专题命中多模态评测：cross-modal(abstract)；分类 cs.CL

2411.04351 2025-08-01 cs.CV 57%

LidaRefer: Context-aware Outdoor 3D Visual Grounding for Autonomous Driving

Yeong-Seung Baek, Heung-Seon Oh

机构 * School of Computer Science and Engineering（计算机科学与工程学院）

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

Comments 18 pages, 5 figures

1. 多模态评测 9 篇