US_tax_forms_donut / README.md
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metadata
license: mit
dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype: string
    - name: ground_truth
      dtype: string
  splits:
    - name: train
      num_bytes: 851987333.125
      num_examples: 5031
    - name: test
      num_bytes: 95338753
      num_examples: 559
  download_size: 946971164
  dataset_size: 947326086.125
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
tags:
  - documents
  - finance
  - tax-forms
pretty_name: US Tax Forms (Donut Processed)
size_categories:
  - 1K<n<10K

NIST-SD2 (US Tax Forms) Donut Dataset

Processed version of NIST Special Database 2 for document understanding tasks, formatted for use with the Donut architecture. Contains 5,590 annotated document images (5,031 train, 559 test) across 20 tax form classes.

Description

  • Curated by: National Institute of Standards and Technology (NIST)
  • License: MIT
  • Total Size: 947.33 MB
  • Annotations:
    • Class labels (20 tax form types)
    • Full text ground truth