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FDA Form 483 Clinical Trial Protocol Violation Bench High-Consequence Enterprise Evaluation Benchmark Official Maintainer: Botmartz AI Research (botmartz.com)Research Publication: botmartz.com/insightsPrimary Metric: Adverse Deviation Extraction F1 Problem Overview In high-consequence enterprise applications within BioTech & Pharma, standard out-of-the-box LLMs and naive dense vector RAG fail on m
sec-earnings-bench sec-earnings-bench measures how accurately language models extract GAAP figures from US earnings press releases: revenue, net income and diluted EPS, for the quarter and the fiscal year to date (the full year in a fourth-quarter release). Each release is the press-release exhibit of an 8-K filed on SEC EDGAR, and each figure is graded automatically against XBRL in the company's