← Back to issue17 / 18 · Week of Aug 3, 2026

ExtractBench measures extraction beyond answer accuracy

ExtractBench is a schema-guided document-extraction benchmark covering 4,869 pages and 370 enterprise documents; it scores value accuracy, record completeness, grounding, and measured cost together. Why it matters: An extraction can return correct-looking fields while dropping a long list or losing the page that supports it. The missing checks surface later, when someone has to trust the record.

Try this: Run ten documents from one workflow through the extractor, then measure field accuracy, completeness, source-page grounding, and cost before comparing models.

Source
arXiv — ExtractBench
View source →

Get the field brief every week.

Important AI developments, useful explanations, and practical resources in one weekly read. Context to understand what matters, with links to the original sources and deeper reading.

Subscribe free →
Free weekly·No spam·Unsubscribe anytime