#parsebench

Why it matters: enterprise OCR failures break agents long before they show up on academic PDF benchmarks. LlamaIndex says ParseBench evaluates about 2,000 human-verified pages with over 167,000 rules across 14 methods on Kaggle.

Why it matters: document agents fail when parsers drop tables, chart values, or visual grounding. ParseBench uses about 2,000 enterprise document pages, 167K+ rule-based tests, and 14 evaluated methods.