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We built one of the most comprehensive benchmarks for document extraction, and evaluated it across a lot of different systems: ✅ one-shot fr…
We built one of the most comprehensive benchmarks for document extraction, and evaluated it across a lot of different systems: ✅ one-shot frontier VLMs ✅ frontier VLMs + coding agent harnesses ✅ one-s
We built one of the most comprehensive benchmarks for document extraction, and evaluated it across a lot of different systems: ✅ one-shot frontier VLMs ✅ frontier VLMs + coding agent harnesses ✅ one-shot open weight VLMs ✅ other document extraction tools (including LlamaParse) Document extraction is an extremely diverse task that covers many different types of docs. From simple schemas over short docs (e.g. resume extraction) to complex extraction docs (credit agreements, data room bundles). @disiok is leading this webinar. Come check it out! https://watch.getcontrast.io/register/llamaindex-inside-extractbench-benchmarking-document-extraction-for-agents Every extraction API demos well on a clean invoice. But what about the scanned form, the nested table, the 40-page financial report with merged headers? We tested 14 frontier systems to find out. ExtractBench evaluates schema-guided extraction across 370 enterprise documents, 67 …
Related
- Introducing 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗕𝗲𝗻𝗰𝗵: the most comprehensive benchmark for information extraction from complex enterprise documents. Our app…
- If you’re interested in checking out LlamaParse for document extraction, sign up here: https://login.llamaindex.ai/sign-up
- Parsing a document accurately is one thing. Proving where every value came from is another. When a compliance team reviews an AI extraction,…
Source: Jerry Liu (X) | 2026-08-26