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Every extraction API demos well on a clean invoice. But what about the scanned form, the nested table, the 40-page financial report with mer…
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. Extr
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 document types, and 4,800+ pages. Join Simon Suo, CTO and co-founder of LlamaIndex, for a technical walkthrough of the results: what makes extraction hard, where existing benchmarks miss it, and how cost trades off against accuracy across VLMs, coding agents, and specialized APIs. Wednesday, Aug 26 · 9:00 AM PT / 12:00 PM ET Save your seat 👉 https://lnkd.in/gMbFNHPg
Source: LlamaIndex (X) | 2026-08-25