FinMaster introduces a simulator-driven benchmark with 183 financial tasks and finds LLM accuracy collapses from about 96% on basic literacy to below 40% on multi-step accounting, auditing, and consulting workflows.
Finan- cial distress prediction in an international context: A review and empirical analysis of altman’s z-score model
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FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs
FinMaster introduces a simulator-driven benchmark with 183 financial tasks and finds LLM accuracy collapses from about 96% on basic literacy to below 40% on multi-step accounting, auditing, and consulting workflows.