Dataset · Hugging Face

DocuPipe/DocuBench

Name: DocuBench
Creator: DocuPipe
License: cc-by-4.0
Keywords: task_categories:document-question-answering, language:en, language:he, language:ja, language:zh, language:ar, language:fr, language:de, language:pt, language:nl, language:it, language:es, license:cc-by-4.0, size_categories:n<1K, region:us

DocuBench A public benchmark for schema-guided structured extraction from 50 hard, real-world documents. Each example contains a source document, a JSON Schema, and a hand-verified JSON label. The task is to extract the labeled structured data from the document according to the schema. Scoring is macro-average field accuracy with order-independent array matching, computed by an open standalone scorer. Canonical repo, scorer, and raw baseline outputs:… See the full description on the dataset page: https://huggingface.co/datasets/DocuPipe/DocuBench.

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Author / organization	DocuPipe
License (as declared)	cc-by-4.0
Downloads	286 (as reported by Hugging Face)
Likes	0
Created	8 July 2026
Last updated at source	8 July 2026

benchmarkdocument-aiinformation-extractionstructured-extractionkey-information-extractionocrdocument-understanding

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