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.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.