opendatalab/MinerU-Diffusion

• highreadme#1

  Add a direct, benefit-oriented summary sentence at the very top of the README

  原因：

  当前

  The README starts with <p align="center"> and various links before the main H1 title.

  复制粘贴的修复

  复制

  MinerU-Diffusion is a 2.5B diffusion-based framework for document OCR that replaces autoregressive decoding with block-level parallel diffusion decoding, offering an efficient and reliable solution for document analysis.

  待办完成忽略
• mediumreadme#2

  Create a 'Key Features' or 'Why MinerU-Diffusion?' section in the README

  原因：

  复制粘贴的修复

  复制

  ## ✨ Key Features
  
  *   **Diffusion-based OCR:** Leverages advanced diffusion models for robust document OCR.
  *   **Block-level Parallel Decoding:** Achieves significantly faster OCR speeds compared to traditional autoregressive methods.
  *   **Inverse Rendering Approach:** Rethinks document OCR as an inverse rendering problem, enhancing control and interpretability.
  *   **2.5B Parameter Model:** Provides a powerful and reliable framework for complex document analysis.

  待办完成忽略
• lowhomepage#3

  Update the Homepage metadata to a more interactive resource

  原因：

  当前

  https://arxiv.org/pdf/2603.22458

  复制粘贴的修复

  复制

  https://huggingface.co/spaces/opendatalab/MinerU-Diffusion-V1-0320-2.5B

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Need an efficient OCR solution for document analysis using diffusion models.

  你：未被推荐
  AI 推荐顺序：

  1. PaddleOCR
  2. Donut
  3. Pix2Struct
  4. Tesseract OCR
  5. Google Cloud Document AI
  6. Amazon Textract

  AI 推荐了 6 个替代方案，却始终没点名 opendatalab/MinerU-Diffusion。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking a fast document parser that leverages parallel decoding for improved OCR speed.

  你：未被推荐
  AI 推荐顺序：

  1. Google Cloud Document AI
  2. Amazon Textract
  3. Microsoft Azure Form Recognizer
  4. Tesseract OCR (tesseract-ocr/tesseract)
  5. ABBYY FineReader Engine SDK
  6. Kofax OmniPage Capture SDK

  AI 推荐了 6 个替代方案，却始终没点名 opendatalab/MinerU-Diffusion。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of opendatalab/MinerU-Diffusion?

  pass
  ✓AI 明确点名了 opendatalab/MinerU-Diffusion

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts opendatalab/MinerU-Diffusion in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 opendatalab/MinerU-Diffusion

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo opendatalab/MinerU-Diffusion solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 opendatalab/MinerU-Diffusion

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？