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README.md
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# PDF Parse Bench
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Benchmark for evaluating how effectively PDF parsing solutions extract **mathematical formulas** and **tables** from documents.
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We generate synthetic PDFs with diverse formatting scenarios, parse them with different parsers, and score the extracted content using **LLM-as-a-Judge**. This semantic evaluation approach [substantially outperforms traditional metrics](https://github.com/phorn1/pdf-parse-bench#why-llm-as-a-judge) in agreement with human judgment.
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# PDF Parse Bench
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[](https://github.com/phorn1/pdf-parse-bench)
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[](https://pypi.org/project/pdf-parse-bench/)
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[](https://arxiv.org/abs/2512.09874)
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[](https://arxiv.org/abs/2603.18652)
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Benchmark for evaluating how effectively PDF parsing solutions extract **mathematical formulas** and **tables** from documents.
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We generate synthetic PDFs with diverse formatting scenarios, parse them with different parsers, and score the extracted content using **LLM-as-a-Judge**. This semantic evaluation approach [substantially outperforms traditional metrics](https://github.com/phorn1/pdf-parse-bench#why-llm-as-a-judge) in agreement with human judgment.
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