When it comes to deploying multimodal large language models (MLLMs) in real-world applications—especially on cost-sensitive or edge devices—lightweight models are…
Optical Character Recognition (OCR)
PP-FormulaNet: High-Accuracy and High-Speed Math Formula Recognition for Document Intelligence 5930
In the world of scientific publishing, academic research, and educational technology, one persistent bottleneck remains: converting handwritten or printed mathematical…
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.…