mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page
Document Understanding

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding

5 September 2024

Liang Zhang

Ming Yan

Ji Zhang

Fei Huang

Jingren Zhou

Papers citing "mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding"

11 / 11 papers shown

Title
Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? Haibin He Maoyuan Ye Jing Zhang Xiantao Cai Juhua Liu Bo Du Dacheng Tao LRM 4 0 0 19 May 2025
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? Yusen Zhang Wenliang Zheng Aashrith Madasu Peng Shi Ryo Kamoi ... Ranran Haoran Zhang Avitej Iyer Renze Lou Wenpeng Yin Rui Zhang 68 0 0 25 Apr 2025
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts Xiangnan Chen Yuancheng Fang Qian Xiao Juncheng Billy Li J. Lin Siliang Tang Yi Yang Yueting Zhuang 70 0 0 06 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei-Ming Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 45 1 0 04 Mar 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 105 4 0 12 Feb 2025
Vision-centric Token Compression in Large Language Model Ling Xing Alex Jinpeng Wang Rui Yan Xiangbo Shu Jinhui Tang VLM 62 0 0 02 Feb 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations Linke Ouyang Yuan Qu Hongbin Zhou Jiawei Zhu Rui Zhang ... Chao Xu Bo Zhang Botian Shi Zhongying Tu Zeang Sheng 101 5 0 10 Dec 2024
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng M. Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 90 4 0 08 Dec 2024
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents S. Yu C. Tang Bokai Xu Junbo Cui Junhao Ran ... Zhenghao Liu Shuo Wang Xu Han Zhiyuan Liu Maosong Sun VLM 39 23 0 14 Oct 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 126 379 0 07 Nov 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 169 263 0 07 Oct 2022