Image-based table recognition: data, model, and evaluation

25 November 2019

Papers citing "Image-based table recognition: data, model, and evaluation"

46 / 46 papers shown

Title
TableCenterNet: A one-stage network for table structure recognition Anyi Xiao Cihui Yang LMTD 56 0 0 24 Apr 2025
SPRINT: Script-agnostic Structure Recognition in Tables Dhruv Kudale Badri Vishal Kasuba Venkatapathy Subramanian P. Chaudhuri Ganesh Ramakrishnan LMTD 88 0 0 15 Mar 2025
A Token-level Text Image Foundation Model for Document Understanding Tongkun Guan Zining Wang Pei Fu Zhengtao Guo Wei Shen ... Chen Duan Hao Sun Qianyi Jiang Junfeng Luo Xiaokang Yang VLM 52 1 0 04 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 92 3 0 26 Feb 2025
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding Ahmed Heakl Abdullah Sohail Mukul Ranjan Rania Hossam Ghazi Ahmed Mohamed El-Geish Omar Maher Zhiqiang Shen Fahad A Khan Salman Khan VLM 55 1 0 20 Feb 2025
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu Xin Li Enhong Chen LMTD 52 0 0 30 Dec 2024
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 109 5 0 10 Dec 2024
PdfTable: A Unified Toolkit for Deep Learning-Based Table Extraction Lei Sheng Shuai-Shuai Xu LMTD 42 0 0 08 Sep 2024
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data Yufan Shen Chuwei Luo Zhaoqing Zhu Yang Chen Qi Zheng Zhi Yu Jiajun Bu Cong Yao 53 2 0 17 Jul 2024
Multimodal Table Understanding Mingyu Zheng Xinwei Feng Q. Si Qiaoqiao She Zheng Lin Wenbin Jiang Weiping Wang LMTD VLM 47 14 0 12 Jun 2024
TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains Yoonsik Kim Moonbin Yim Ka Yeon Song LMTD 57 15 0 30 Apr 2024
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content Avinash Anand Raj Jaiswal Pijush Bhuyan Mohit Gupta Siddhesh Bangar Md. Modassir Imam R. Shah Shiníchi Satoh LMTD 46 3 0 16 Apr 2024
ClusterTabNet: Supervised clustering method for table detection and table structure recognition Marek Polewczyk Marco Spinaci LMTD 35 0 0 12 Feb 2024
TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing Ran Zmigrod Zhiqiang Ma Armineh Nourbakhsh Sameena Shah 26 4 0 07 Feb 2024
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 39 3 0 21 Sep 2023
Structure Diagram Recognition in Financial Announcements Meixuan Qiao Jun Wang Junfu Xiang Qiyu Hou Ruixuan Li 35 1 0 26 Apr 2023
TabIQA: Table Questions Answering on Business Document Images Phuc Nguyen N. Ly Hideaki Takeda Atsuhiro Takasu LMTD 27 1 0 27 Mar 2023
A large-scale dataset for end-to-end table recognition in the wild Fan Yang Lei Hu Xinwu Liu Shuangping Huang Z. Gu LMTD 27 10 0 27 Mar 2023
Rethinking Image-based Table Recognition Using Weakly Supervised Methods N. Ly Atsuhiro Takasu Phuc Nguyen Hideaki Takeda LMTD 21 14 0 14 Mar 2023
Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling Yongshuai Huang Ning Lu Dapeng Chen Yibo Li Zecheng Xie Shenggao Zhu Liangcai Gao Wei Peng 34 26 0 13 Mar 2023
Multimodal Tree Decoder for Table of Contents Extraction in Document Images Pengfei Hu Zhenrong Zhang Jianshu Zhang Jun Du Jiajia Wu 25 12 0 06 Dec 2022
Sketch2FullStack: Generating Skeleton Code of Full Stack Website and Application from Sketch using Deep Learning and Computer Vision Somoy Subandhu Barua Imam Mohammad Zulkarnain Abhishek Roy Md. Golam Rabiul Alam Md Zia Uddin 26 2 0 26 Nov 2022
Deep learning for table detection and structure recognition: A survey M. Kasem Abdelrahman Abdallah Alexander Berendeyev Ebrahem Elkady Mahmoud Abdalla Mohamed Mahmoud Mohamed Hamada D. Nurseitov I. Taj-Eddin LMTD 40 25 0 15 Nov 2022
Tables to LaTeX: structure and content extraction from scientific tables Pratik Kayal Mrinal Anand Harsh Desai Mayank Singh LMTD 36 12 0 31 Oct 2022
PP-StructureV2: A Stronger Document Analysis System Chenxia Li Ruoyu Guo Jun Zhou Mengtao An Yuning Du Lingfeng Zhu Yi Liu Xiaoguang Hu Dianhai Yu 57 22 0 11 Oct 2022
Evaluating Table Structure Recognition: A New Perspective T. Kumar H. Bhatt 22 2 0 31 Jul 2022
Towards Complex Document Understanding By Discrete Reasoning Fengbin Zhu Wenqiang Lei Fuli Feng Chao Wang Haozhou Zhang Tat-Seng Chua 31 43 0 25 Jul 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 160 15 0 06 Jul 2022
Digitizing Historical Balance Sheet Data: A Practitioner's Guide Sergio Correia Stephan Luck 34 10 0 31 Mar 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 47 160 0 04 Mar 2022
TableFormer: Table Structure Understanding with Transformers A. Nassar Nikolaos Livathinos Maksym Lysak Peter W. J. Staar LMTD ViT 15 73 0 02 Mar 2022
OCR-IDL: OCR Annotations for Industry Document Library Dataset Ali Furkan Biten Rubèn Pérez Tito Lluís Gómez Ernest Valveny Dimosthenis Karatzas 27 26 0 25 Feb 2022
TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets Susie Xi Rao Johannes Rausch P. Egger Ce Zhang LMTD 41 2 0 05 Jan 2022
OCR-free Document Understanding Transformer Geewook Kim Teakgyu Hong Moonbin Yim Jeongyeon Nam Jinyoung Park Jinyeong Yim Wonseok Hwang Sangdoo Yun Dongyoon Han Seunghyun Park ViT 68 264 0 30 Nov 2021
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 26 70 0 16 Nov 2021
Synthetic Document Generator for Annotation-free Layout Recognition Natraj Raman Sameena Shah Manuela Veloso 42 10 0 11 Nov 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang Bo Zhang Rui Wang Junjie Cao Chen Li Zuyi Bao 40 32 0 19 Oct 2021
On Cropped versus Uncropped Training Sets in Tabular Structure Detection Yakup Akkaya Murat Simsek B. Kantarci Shahzad Khan LMTD 45 1 0 06 Oct 2021
PubTables-1M: Towards comprehensive table extraction from unstructured documents B. Smock Rohith Pesala Robin Abraham LMTD 29 97 0 30 Sep 2021
Parsing Table Structures in the Wild Rujiao Long Wen Wang Nan Xue Feiyu Gao Zhibo Yang Yongpan Wang Gui-Song Xia LMTD 33 49 0 06 Sep 2021
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment Liang Qiao Zaisheng Li Zhanzhan Cheng Peng Zhang Shiliang Pu Yi Niu Wenqi Ren Wenming Tan Fei Wu 24 68 0 13 May 2021
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML Jiaquan Ye Xianbiao Qi Yelin He Yihao Chen Dengyi Gu Peng Gao Rong Xiao LMTD 34 48 0 05 May 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 40 48 0 29 Apr 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 47 7 0 10 Mar 2021
Table Structure Recognition using Top-Down and Bottom-Up Cues S. Raja Ajoy Mondal C. V. Jawahar LMTD 27 76 0 09 Oct 2020
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context Xinyi Zheng Doug Burdick Lucian Popa Xu Zhong N. Wang LMTD 35 142 0 01 May 2020