Document Parsing Benchmarks

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15 papers1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Read, Parse, Describe: Unified Document Parsing with Visual Element Description Generation

    Oct 14, 2026Yuheng Chen, Yufan Chen, Zhuojun Cai +8Document Parsing BenchmarksDocument Parsing

    Karlsruhe Institute of Technology · University of Alberta · Hunan University

  2. WildHandBench: A Benchmark for Handwritten Text Understanding that Challenges MLLMs and Humans

    Aug 24, 2026Jun Zhang, Qiao Zhao, Cheng Cui +6Document UnderstandingDocument Parsing Benchmarks

    Baidu Inc.

  3. Code as Representation: A Compilable Parsing Paradigm for Academic Documents

    Aug 18, 2026Rihui Jin, Jun Wang, chengyuan zhu +11Document ParsingDocument Parsing Benchmarks

    Southeast University School of Computer Science and Engineering Nanjing, Jiangsu, China · Nanyang Technological University Singapore, Singapore · Nanjing University State Key Laboratory for Novel Software Technology Nanjing, Jiangsu, China +1

  4. LongDocBench: Benchmarking TOC Hierarchy and Contextual Relationship Recovery in Long Documents

    Aug 15, 2026Yuefeng Zou, Yichen Lu, Jingxiao Yang +5Document Parsing BenchmarksDocument Parsing

    Ant Group · Zhejiang University

  5. MORE: A Multilingual Document Parsing Benchmark and Evaluation

    Jul 3, 2026Long Xu, Binghong Wu, Tinghao Yu +6Document Parsing BenchmarksDocument Parsing

    Tencent, Shenzhen, China

  6. RealDocBench: A Benchmark for Field-Level QA and Layout Understanding on Real-World Regulated Documents

    Jun 5, 2026Ameya Joshi, Joon Kim, Gus Eggert +5Document Parsing BenchmarksBenchmark Design

    Extend AI

  7. Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing

    May 31, 2026Minglai Yang, Xinyan Velocity Yu, Pengyuan Li +22VLM EvaluationDocument Parsing Benchmarks

    2077AI · University of Arizona · University of Southern California +8

  8. MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing

    May 21, 2026Bangbang Zhou, Hangdi Xing, Yifan Chen +8Document Parsing BenchmarksDocument Parsing

    University of Science and Technology of China · Tongyi Lab, Alibaba Group

  9. How Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings

    May 8, 2026Zhiheng Li, Zongyang Ma, Jiaxian Chen +12Document Parsing BenchmarksDocument Parsing

    CASIA · UCAS · Beijing Key Laboratory of Super Intelligent Security of Multi-Modal Information +6

  10. ParseBench: A Document Parsing Benchmark for AI Agents

    Apr 9, 2026Boyang Zhang, Sebastián G. Acosta, Preston Carlson +4Document Parsing BenchmarksDocument Parsing

  11. MDPBench: A Benchmark for Multilingual Document Parsing in Real-World Scenarios

    Mar 30, 2026Zhang Li, Zhibo Lin, Qiang Liu +7Document Parsing BenchmarksDocument Image Understanding

    Huazhong University of Science and Technology · Kingsoft Office

  12. RenoBench: A Citation Parsing Benchmark

    Mar 26, 2026Parth Sarin, Juan Pablo Alperin, Adam Buttrick +1Document Parsing BenchmarksDocument Information Extraction

    Graduate School of Education, Stanford University, Stanford, California, USA · Public Knowledge Project, Simon Fraser University, Vancouver, British Columbia, Canada · California Digital Library, University of California Office of the President, Oakland, California, USA +1

  13. Beyond String Matching: Semantic Evaluation of PDF Table Extraction

    Mar 19, 2026Pius Horn, Janis KeuperDocument Parsing BenchmarksDocument Information Extraction

    Institute for Machine Learning and Analytics (IMLA), Offenburg University, Offenburg, Germany · University of Mannheim, Mannheim, Germany

  14. Real5-OmniDocBench: A Full-Scale Physical Reconstruction Benchmark for Robust Document Parsing in the Wild

    Mar 4, 2026Changda Zhou, Ziyue Gao, Xueqing Wang +4VLM EvaluationDocument Parsing Benchmarks

    PaddlePaddle Team, Baidu Inc. · The Hong Kong University of Science and Technology (Guangzhou)

  15. LLMStructBench: Benchmarking Large Language Model Structured Data Extraction

    Feb 16, 2026Sönke Tenckhoff, Mario Koddenbrock, Erik RodnerLLM Information ExtractionDocument Parsing Benchmarks

    KI-Werkstatt / FB2, University of Applied Sciences Berlin