DH{}DataHunter

Dataset from Hugging Face · Salesforce

UNIDOC-BENCH

Open on Hugging Face
License
CC BY-NC 4.0non-commercial onlyLicense text
This license allows only non-commercial use: study, research, personal projects.
Formats
parquet, GZ, PARQUET, JSON, PNG
Size
18 GB
Updated
Dec 3, 2025

Description

UNIDOC-BENCH Dataset A unified benchmark for document-centric multimodal retrieval-augmented generation (MM-RAG). Dataset Description UNIDOC-BENCH is the first large-scale, realistic benchmark for multimodal retrieval-augmented generation (MM-RAG) and Visual Question Answering (VQA) built from 70,000 real-world PDF pages across eight domains. The dataset extracts and links evidence from text, tables, and figures, then generates 1,700+ multimodal QA pairs…

Description from Hugging Face, shortened.

Files (100)

  • GZcommerce_manufacturing_pdfs.tar.gz505 MB
  • GZconstruction_pdfs.tar.gz844 MB
  • GZcrm_pdfs.tar.gz705 MB
  • PARQUETdata/commerce_manufacturing-00000-of-00001.parquet57 kB
  • PARQUETdata/construction-00000-of-00001.parquet76 kB
  • PARQUETdata/crm-00000-of-00001.parquet76 kB
  • PARQUETdata/education-00000-of-00001.parquet74 kB
  • PARQUETdata/energy-00000-of-00001.parquet110 kB
  • PARQUETdata/finance-00000-of-00001.parquet73 kB
  • PARQUETdata/healthcare-00000-of-00001.parquet73 kB
  • PARQUETdata/legal-00000-of-00001.parquet73 kB
  • JSONdataset_info.json690 byte
  • GZeducation_pdfs.tar.gz817 MB
  • GZenergy_pdfs.tar.gz708 MB
  • GZfinance_pdfs.tar.gz361 MB
  • GZhealthcare_pdfs.tar.gz1.2 GB
  • GZhttps:/huggingface.co/datasets/Salesforce/UniDoc-Bench/blob/main/education_pdfs.tar.gz817 MB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0001.png318 kB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0002.png1.2 MB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0003.png740 kB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0004.png1.1 MB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0005.png658 kB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0006.png608 kB
  • PNGimages/commerce_manufacturing/0087737/0087737_page_0007.png336 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0001.png557 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0002.png832 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0003.png795 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0004.png584 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0005.png845 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0006.png675 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0007.png755 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0008.png805 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0009.png783 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0010.png971 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0011.png327 kB
  • PNGimages/commerce_manufacturing/0144801/0144801_page_0012.png5.4 MB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0001.png457 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0002.png501 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0003.png342 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0004.png576 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0005.png599 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0006.png566 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0007.png550 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0008.png445 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0009.png493 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0010.png453 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0011.png335 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0012.png327 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0013.png140 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0014.png278 kB
  • PNGimages/commerce_manufacturing/0240392/0240392_page_0015.png511 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0001.png1.2 MB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0002.png96 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0003.png684 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0004.png878 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0005.png865 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0006.png879 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0007.png886 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0008.png200 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0009.png638 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0010.png799 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0011.png718 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0012.png989 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0013.png676 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0014.png967 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0015.png718 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0016.png953 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0017.png860 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0018.png594 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0019.png552 kB
  • PNGimages/commerce_manufacturing/0289109/0289109_page_0020.png658 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0001.png143 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0002.png156 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0003.png278 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0004.png557 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0005.png528 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0006.png300 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0007.png418 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0008.png590 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0009.png519 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0010.png459 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0011.png463 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0012.png452 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0013.png499 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0014.png398 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0015.png459 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0016.png496 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0017.png594 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0018.png477 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0019.png479 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0020.png410 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0021.png722 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0022.png472 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0023.png368 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0024.png593 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0025.png679 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0026.png89 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0027.png32 kB
  • PNGimages/commerce_manufacturing/0314440/0314440_page_0028.png94 kB
  • PNGimages/commerce_manufacturing/0355944/0355944_page_0001.png190 kB

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