PaddleOCR
Open-source OCR and document-parsing toolkit from the PaddlePaddle team, with PP-OCRv6 text recognition, PP-StructureV3 layout parsing and the PaddleOCR-VL vision-language document parser, plus an MCP server.
About PaddleOCR
Turning scanned documents, tables and formulas into structured text for search or RAG usually requires stitching several OCR and layout models together.
Who it’s for
- Developers extracting text, tables and formulas from PDFs and images for RAG pipelines
- Teams that need multilingual OCR they can run on their own hardware
When to consider it
Consider PaddleOCR when you want a self-hosted, Apache-licensed OCR and document parser that covers many languages and complex layouts.
Tradeoffs & limitations
- It runs on the PaddlePaddle deep-learning framework rather than PyTorch, which adds a dependency if the rest of your stack is PyTorch.
- The documentation opens in Chinese by default, with an English version; the hosted service on the official domain is Baidu AI Studio.
SOTA overview · Documentation-based assessment · Sources & review method
Updates
No updates shared yet.
Discussion
Newest firstAsk a question or share how you use PaddleOCR.
Keep it helpful. Community rules
Loading discussion…
Sources & review method
Documentation-based assessment · Nov 3, 2026 · Prepared with AI assistance; not a hands-on benchmark.
Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.
Import history & original evidence
PaddleOCR documentation
Open-source OCR and document-parsing toolkit from the PaddlePaddle team, with PP-OCRv6 text recognition, PP-StructureV3 layout parsing and the PaddleOCR-VL vision-language document parser, plus an MCP server.
Based on official pages and announcements checked on 2026-11-02. No hands-on test, performance benchmark or popularity ranking is claimed.