arxivcs.AI2026-07-31
ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction
Boyang Zhang, Adrian Lyjak, Eli Stewart, Zhaoqi Li, Simon Suo
Enterprise workflows increasingly rely on agents for \emph{schema-guided extraction}: given a document and a user-defined schema, the agent faithfully follows the schema to produce the correct output with source evidence as grounding metadata. We present ExtractBench, a benchmark…