← Back to issue11 / 11 · 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
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