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How is the output quality of OCRFlux evaluated? What are the recommended usage scenarios?

2025-08-21 303

The conversion quality of OCRFlux is mainly evaluated by the Edit Distance Similarity (EDS) metric, which reaches a high score of 0.967 on the standard test set, significantly better than similar tools. It is recommended to pay attention to it in practical use:

  • Text accuracy: Recognition rate of special characters, formulas, and specialized terminology
  • structural fidelity: Retention of title hierarchy, list numbering, table structure
  • logical continuity: Whether cross-page content is naturally articulated

Recommended for use in the following scenarios:

  1. academic researchConvert PDF papers into editable Markdown for literature review and knowledge management.
  2. technical documentation: Convert API documentation or product manuals to build a structured knowledge base
  3. Financial processing: Extracts table data from invoices and supports accurate recognition of key fields such as amount and tax rate.
  4. content creation: Convert scanned books into electronic files, preserving the original typographic formatting

For documents up to 100 pages, high-quality conversions are typically completed in 5-10 minutes on the GTX 3090 graphics card.

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