视觉大模型 / VLM

Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark

Goeric Huybrechts, Srikanth Ronanki, Sai Muralidhar Jayanthi, Jack Fitzgerald, Srinivasan Veeravanallur

机构 * Amazon AGI（亚马逊人工智能研究院） 纠错

专题命中 文档图表理解 ：vision language model(abstract)；multimodal large language model(abstract)；分类 cs.CV、cs.AI、cs.LG

LaTCoder: Converting Webpage Design to Code with Layout-as-Thought

Yi Gui, Zhen Li, Zhongyi Zhang, Guohao Wang, Tianpeng Lv, Gaoyang Jiang, Yi Liu, Dongping Chen, Yao Wan, Hongyu Zhang, Wenbin Jiang, Xuanhua Shi, Hai Jin

专题命中 文档图表理解 ：multimodal large language model(abstract)；MLLM(abstract)

Comments KDD 2025 v2

Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?

Wenxuan Shen, Mingjia Wang, Yaochen Wang, Dongping Chen, Junjie Yang, Yao Wan, Weiwei Lin

机构 * South China University of Technology（华南理工大学） ； Huazhong University of Science and Technology（华中科技大学） ； University of Maryland（马里兰大学） 纠错

专题命中 文档图表理解 ：multimodal large language model(abstract)；分类 cs.CV

Comments In submission. Project website: https://double-bench.github.io/