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Benchmarks run with PageIndex, with the data to recompute their results

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PageIndex Benchmarks

Benchmarks run with PageIndex, with what is needed to recompute their results: questions, code, every answer and model call, bills and grades. Each folder is one benchmark and stands on its own.

Each benchmark has a README.md with its results and how to reproduce them, a METHOD.md, the data in data/ and the generated tables and charts in results/.

Financial QA

Accuracy vs. cost of 39 configurations of 23 LLMs answering 100 questions over 40 Form 10-K filings from 8 companies, with PageIndex doing the retrieval.

Accuracy

PageIndex Financial QA accuracy leaderboard

Accuracy vs. cost

PageIndex Financial QA accuracy vs. cost

Results, methodology and reproduction instructions →

About

Benchmarks run with PageIndex, with the data to recompute their results

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