ParseBench is the most comprehensive OCR benchmark for real-world enterprise documents: financial filings, contracts, insurance documents, a…

ParseBench is the most comprehensive OCR benchmark for real-world enterprise documents: financial filings, contracts, insurance documents, and more. We evaluate across 5 dimensions that are present among these documents: 1. Tables: including merged cells, hierarchical headers, cross-page tables 2. Charts: data point extraction 3. Content faithfulness: omitted/hallucinated text, reading order 4. Semantic formatting: strikethrough, superscripts, bold/italics 5. Visual grounding: element localization, classification If you're dealing with paperwork heavy use cases in finance, insurance, legal, and more, come check it out. There's a lot of content in there, and we'll be doing deep dives into each of the dimensions. Find full details in our blog and ArXiv paper! Blog: https://www.llamaindex.ai/blog/parsebench?utm_medium=socials&utm_source=xjl&utm_campaign=2026-apr- ArXiv: https://arxiv.org/abs/2604.08538?utm_medium=socials&utm_source=twitter&utm_campaign=2026-apr- We’re open sourcing the first document OCR benchmark for the agentic era, ParseBench. Document parsing is the foundation of every AI agent that works with real-world files. ParseBench is a benchmark that measures parsing quality specifically for agent knowledge work: ✅ It optimiz…

Source: Jerry Liu (X) | 2026-04-14