Evaluating document parsing systems has long been a frustrating exercise in inconsistency. Many existing benchmarks focus narrowly on clean academic…
Document Parsing
PP-OCR: Ultra-Lightweight, Multilingual OCR and Document AI for Real-World Applications 66154
In today’s AI-driven world, turning unstructured visual data—like scanned invoices, handwritten notes, or multilingual PDFs—into structured, machine-readable formats is a…
MinerU: High-Precision Open-Source Document Parsing for Real-World PDFs, Tables, and Formulas 50296
Converting real-world documents—especially PDFs containing mixed content like equations, tables, multi-column layouts, and scanned text—into clean, structured, machine-readable formats remains…
MonkeyOCR: High-Accuracy Document Parsing for Complex Layouts with Tables, Formulas, and Multilingual Text—Fast, Lightweight, and Deployable 6354
Parsing complex documents—especially those containing tables, mathematical formulas, mixed layouts, or multilingual content—remains a persistent challenge in real-world AI applications.…