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Docen Eval for extraction

Bring evaluation to your extraction schemas, field by field.

THE DOCEN TEAM·Oct 21, 2025·4 MIN READ

Bring evaluation to your extraction schemas, field by field.

What's new

This update centers on Docen Eval. The short version: cleaner output on the documents that used to give it trouble, and fewer surprises on everything else.

The improvements come from better training data, a sharper decoding pass, and evaluation that caught regressions we would otherwise have shipped.

  • Improved handling of extraction.
  • Improved handling of field metrics.
  • Improved handling of scoring.

By the numbers

+5%
accuracy on hard pages
−28%
median latency
92
languages supported

Getting started

The update is live on the managed API and available for self-hosted deployments. Existing integrations pick it up with no code changes — the output format is unchanged.

Want to see it on your own documents? Open the playground or reach out — we're happy to run a sample with you.

extractionfield metricsscoring
[]TRY DOCEN

Run your hardest documentthrough Docen.

See the structured output for yourself, or reach the team at [email protected].