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A 36‑page ArXiv whitepaper titled **ExtractBench** was released by Jerry Liu (jerryjliu0), describing a large‑scale, schema‑guided benchmark for real‑world document extraction from complex enterprise
A 36‑page ArXiv whitepaper titled ExtractBench was released by Jerry Liu (jerryjliu0), describing a large‑scale, schema‑guided benchmark for real‑world document extraction from complex enterprise documents. The paper provides detailed comparisons with related work and highlights that even state‑of‑the‑art models still exhibit significant challenges on these tasks. ExtractBench is positioned as the most comprehensive benchmark to evaluate and advance information‑extraction systems in production settings.
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- We wrote a 36-page ArXiv whitepaper on ExtractBench 🧑🔬 , our effort to create the most comprehensive, schema-guided, real-world document …
- If you have more complex documents that require more powerful vision-based processing, come check out LlamaParse: https://cloud.llamaindex.a…
- In the meantime, for parsing human-native documents, check out LlamaParse: https://cloud.llamaindex.ai/
- We've built a new feature in LlamaParse that lets you automatically extract any complex form into a structured JSON output 📋🤖 The best par…
Source: Jerry Liu (X) | 2026-08-12