视觉大模型 / VLM

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） 纠错

专题命中 视觉推理 ：multimodal large language model(title)；MLLM(abstract)；分类 cs.CV、cs.AI

Comments Accepted to ACM Multimedia 2025

Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers

Ji Ma, Wei Suo, Peng Wang, Yanning Zhang

机构 * Northwestern Polytechnical University（西北工业大学） ； National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology（集成空天地海大数据应用技术国家工程实验室） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；分类 cs.CV

Comments Accepted By ACM MM 25

Augmented Vision-Language Models: A Systematic Review

Anthony C Davis, Burhan Sadiq, Tianmin Shu, Chien-Ming Huang

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；分类 cs.AI

CHECK-MAT: Checking Hand-Written Mathematical Answers for the Russian Unified State Exam

Ruslan Khrulev

机构 * Moscow State University（莫斯科国立大学） 纠错

专题命中 视觉推理 ：vision-language model(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments 15 pages, 3 figures, 10 tables. Code is available at: https://github.com/Karifannaa/Auto-check-EGE-math

RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping

Dongming Wu, Yanping Fu, Saike Huang, Yingfei Liu, Fan Jia, Nian Liu, Feng Dai, Tiancai Wang, Rao Muhammad Anwer, Fahad Shahbaz Khan, Jianbing Shen

机构 * The Chinese University of Hong Kong（香港中文大学） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； Dexmal ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； SKL-IOTSC, CIS, University of Macau（澳门科学馆-物联网与智能系统研究中心，澳门大学） 纠错

专题命中 视觉推理 ：VLM(abstract)；分类 cs.CV

Comments Accepted by ICCV 2025. The code is at https://github.com/wudongming97/AffordanceNet

3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding

Ting Huang, Zeyu Zhang, Hao Tang

专题命中 视觉推理 ：vision-language model(abstract)；分类 cs.CV

Toward Safe, Trustworthy and Realistic Augmented Reality User Experience

Yanming Xiu

机构 * Department of Electrical and Computer Engineering, Duke University（电子工程系，杜克大学） 纠错

专题命中 视觉推理 ：vision-language model(abstract)；分类 cs.CV

Comments 2 pages, 4 figures

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） 纠错

专题命中 视觉推理 ：vision-language model(abstract)