Scandinavian OCR

Archival handwriting, Fraktur books, newspapers and modern documents in Danish, Norwegian and Swedish.

v2 · 12 tasks

A task pairs a dataset with an image input: a cropped text line or a whole document page. Each task below has equal weight in the benchmark score.

View leaderboard →
  1. Danish diplomatic reports

    Typewritten Danish diplomatic reports, distributed as the EHRI Danish typewritten line dataset. This collection tests recognition of archival typescript rather than handwriting.

    Dataset details ↗Source ↗
    Cropped text line

    The model reads an image cropped to one line of text. 1,000 images.

    Task scores →See an example ↗
  2. Modern Danish handwriting

    Contemporary handwriting collected by the Danish National Archives in 2025. Volunteers copied passages from ePAROLE, mainly newspaper and magazine text from the 1990s.

    Dataset details ↗Source ↗
    Cropped text line

    The model reads an image cropped to one line of text. 977 images.

    Task scores →See an example ↗
  3. Historical Danish handwriting

    Handwritten city and parish council minutes from 1841–1939, published by Aarhus City Archives. The pages were segmented, transcribed and proofread by archive staff and volunteers.

    Dataset details ↗Source ↗
    Cropped text line

    The model reads an image cropped to one line of text. 1,000 images.

    Task scores →See an example ↗
  4. Modern Danish handwriting

    Contemporary handwriting collected by the Danish National Archives in 2025. Volunteers copied passages from ePAROLE, mainly newspaper and magazine text from the 1990s.

    Dataset details ↗Source ↗
    Whole document page

    The model reads an entire page and returns its text in reading order. 100 images.

    Task scores →See an example ↗
  5. Historical Danish handwriting

    Handwritten city and parish council minutes from 1841–1939, published by Aarhus City Archives. The pages were segmented, transcribed and proofread by archive staff and volunteers.

    Dataset details ↗Source ↗
    Whole document page

    The model reads an entire page and returns its text in reading order. 100 images.

    Task scores →See an example ↗
  6. EU Official Journal · Danish

    Danish pages from the 2023 Official Journal of the European Union, released in OJ4OCRMT. The benchmark uses the regular-page test subset, rendered at 300 dpi.

    Dataset details ↗Source ↗
    Whole document page

    The model reads an entire page and returns its text in reading order. 100 images.

    Task scores →See an example ↗
  7. Danish books (Fraktur)

    Twenty complete pages: ten from Søren Kierkegaard’s Af en endnu Levendes Papirer (1838) and ten from Hans Christian Andersen’s Billedbog uden Billeder (1840). The Royal Danish Library digitised both books; Wikimedia Commons supplies the unaltered scans.

    All 20 pages form the complete Danish Fraktur task in the Danish and Scandinavian benchmarks. The additional comparison was performed by an AI assistant, not an independent human transcription team. The five initial models were selected by Swedish Fraktur CER; Swedish inputs are cropped lines, while this task evaluates whole pages.

    Dataset details ↗Source ↗
    Whole document page

    The model reads an entire page and returns its text in reading order. 20 images.

    Task scores →See an example ↗
  8. Norwegian handwriting (NorHand)

    NorHand contains Norwegian letters and diaries from the 19th and early 20th centuries. The line images capture historical handwriting and spelling; the source release resizes each image to a height of 128 pixels.

    Dataset details ↗Source ↗
    Cropped text line

    The model reads an image cropped to one line of text. 1,000 images.

    Task scores →See an example ↗
  9. Norwegian research documents

    Modern Norwegian research documents from Nasjonalt vitenarkiv, the national research repository, including theses and reports. The benchmark selects pages across 19 configured Norwegian PDFs and renders them at 300 dpi.

    Dataset details ↗Source ↗
    Whole document page

    The model reads an entire page and returns its text in reading order. 100 images.

    Task scores →See an example ↗
  10. Swedish archival handwriting

    Swedish archival text lines from the out-of-domain HTR evaluation release of Riksarkivet (the Swedish National Archives). The benchmark balances its sample across 19 archive and document source files.

    Dataset details ↗Source ↗
    Cropped text line

    The model reads an image cropped to one line of text. 1,000 images.

    Task scores →See an example ↗
  11. Swedish newspapers (Fraktur)

    Swedish newspaper text in 19th-century blackletter type. Språkbanken produced the transcriptions, and the Swedish National Archives converted the material into line images.

    Dataset details ↗Source ↗
    Cropped text line

    The model reads an image cropped to one line of text. 1,000 images.

    Task scores →See an example ↗
  12. EU Official Journal · Swedish

    Swedish pages from the 2023 Official Journal of the European Union, released in OJ4OCRMT. The benchmark uses the regular-page test subset, rendered at 300 dpi.

    Dataset details ↗Source ↗
    Whole document page

    The model reads an entire page and returns its text in reading order. 100 images.

    Task scores →See an example ↗