视觉大模型 / VLM

PISA-Bench: The PISA Index as a Multilingual and Multimodal Metric for the Evaluation of Vision-Language Models

Patrick Haller, Fabio Barth, Jonas Golde, Georg Rehm, Alan Akbik

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

Comments 8 pages, 11 tables and figures

CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models

Xiao An, Jiaxing Sun, Zihan Gui, Wei He

机构 * State Key Lab. LIESMARS, Wuhan University（武汉大学遥感信息与地学实验室国家重点实验室） 纠错

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

Comments Accepted by NeurIPS 2025 Track on Datasets and Benchmarks

mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models

Arka Mukherjee, Shreya Ghosh

机构 * Kalinga Institute of Industrial Technology (KIIT)（喀里亚理工学院） ； Indian Institute of Technology (IIT), Bhubaneswar（印度理工学院（班加罗尔）） 纠错

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

Comments Accepted to IJCNLP-AACL Findings 2025

EgoTV: Egocentric Task Verification from Natural Language Task Descriptions

Rishi Hazra, Brian Chen, Akshara Rai, Nitin Kamra, Ruta Desai

机构 * Örebro University（奥雷布罗大学） ； Meta 纠错

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

Comments Accepted at ICCV 2023

MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique

Gailun Zeng, Ziyang Luo, Hongzhan Lin, Yuchen Tian, Kaixin Li, Ziyang Gong, Jianxiong Guo, Jing Ma

机构 * Hong Kong Baptist University（香港 Baptist 大学） ； Beijing Normal-Hong Kong Baptist University（北京师范大学-香港 Baptist 大学） ； National University of Singapore（新加坡国立大学） ； Beijing Normal University（北京师范大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 视觉推理 ：visual reasoning(abstract)；分类 cs.AI

Comments 28 pages, 14 figures, 19 tables

Multi-RAG: A Multimodal Retrieval-Augmented Generation System for Adaptive Video Understanding

Mingyang Mao, Mariela M. Perez-Cabarcas, Utteja Kallakuri, Nicholas R. Waytowich, Xiaomin Lin, Tinoosh Mohsenin

机构 * Johns Hopkins Whiting School of Engineering（约翰霍普金斯大学惠廷工程学院） ； DEVCOM Army Research Laboratory（国防部陆军研究实验室） 纠错

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

Crafting Dynamic Virtual Activities with Advanced Multimodal Models

Changyang Li, Qingan Yan, Minyoung Kim, Zhan Li, Yi Xu, Lap-Fai Yu

专题命中 视觉推理 ：multimodal large language model(abstract)

Journal ref C. Li, Q. Yan, M. Kim, Z. Li, Y. Xu and L. -F. Yu, "Crafting Dynamic Virtual Activities with Advanced Multimodal Models," 2025 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), pp. 120-130