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Benchmark Mira LLM Extraction #445

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merged 13 commits into from
Mar 12, 2025

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nanglo123
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This PR implements a notebook benchmarking the MIRA LLM extraction tool on a set of 10 compartmental models. For each model where we extract a set of ODEs from an image of equations representing the model, we keep track of the number of edits needed to:

  1. Remove errors from the SymPy ODE string
  2. Create a semantically create SymPy ODE string

We then keep track of the model edit taxonomy.

@bgyori bgyori merged commit 04123b1 into gyorilab:main Mar 12, 2025
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2 participants