RECORD / 3AF0A6 / REVIEWED

OmniExtractBench

OmniExtractBench provides a common structured-document extraction dataset, runner, and deterministic scorer whose verdicts distinguish matches, omissions, misreads, and fabricated values.

State: available
Layer: infrastructure
Reviewed: 2026-10-17

DECISION / USE

Why it matters

Use it to compare extraction systems under one scoring procedure or diagnose field-level failures instead of relying on a single aggregate score.

CAUTION / LIMITS

What to check first

Datalab created and participates in the benchmark; dataset composition, provider settings, coverage, and paid API runs can affect comparisons.

REL / KNOWLEDGE

1 related record

01LangExtract →LangExtract turns unstructured text into schema-shaped records while mapping extracted values back to character spans and generating a reviewable visualization.repository or library