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This is a documentation of the pixel-wise multi-label evaluation method we use for the document layout analysis.
It covers the following topics:

  • Objectives.
  • Confusion matrix: Structure, build algorithm, semantic.
  • Derivatives: Recall, precision, F1 matrices and vectors.
  • Implementation details: Binary representation, performance optimizations.
  • Examples

@nikos-livathinos nikos-livathinos self-assigned this Dec 10, 2025
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github-actions bot commented Dec 10, 2025

DCO Check Passed

Thanks @nikos-livathinos, all your commits are properly signed off. 🎉

@nikos-livathinos nikos-livathinos marked this pull request as draft December 10, 2025 11:51
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mergify bot commented Dec 10, 2025

Merge Protections

Your pull request matches the following merge protections and will not be merged until they are valid.

🟢 Enforce conventional commit

Wonderful, this rule succeeded.

Make sure that we follow https://www.conventionalcommits.org/en/v1.0.0/

  • title ~= ^(fix|feat|docs|style|refactor|perf|test|build|ci|chore|revert)(?:\(.+\))?(!)?:

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2 participants