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credit-underwriting-commercial

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Credit Underwriting Benchmark (PII-Scrubbed)

Bank statement PDF extraction and transaction categorization benchmark. All PDFs are PII-redacted — account details, personal identifiers removed.

  • 504 cases: 1-7+ PDFs per case, ~3,077,200 total transactions
  • Ground truth: extraction (structured JSON) + categorization (transaction labels)
  • Primary metric: Extraction F1 (transaction matching by date+amount)
  • Source: Migrated from production credit underwriting platform
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