ExtractBench D
AI benchmark · Multimodal
- Built by
- LlamaIndex
- Domains
- Multimodal
- Tier
- D why
- Snapshot
What is ExtractBench?
ExtractBench measures how accurately models and agents perform schema-guided extraction from enterprise documents, scoring value F1, record completeness, grounding and cost.
Enterprise work mostly
“ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction”
arxiv.org/abs/2607.29677 ↗
Who built ExtractBench
Led by LlamaIndex.
Paper: arxiv.org/abs/2607.29677 ↗
Lineage
Benchmarks this one is built on and built from: versions, subsets, extensions and the indexes that combine them.
Derived benchmarks
ExtractBench Pro extension
Tier D
Long tail: little or no usage data yet.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- no usage data
- in curated RL directories (1 pt)
How we got to tier D
- Adoption: no usage data. Tier D.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Where ExtractBench sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-21 snapshot.