Benchmark RadarFinDeepIndicator
FinDeepIndicator evaluates deep research agents on end-to-end financial indicator construction across four stages: formula specification, data collection, indicator calculation, and answer generation. It includes 3,350 QA pairs from U.S. and Chinese markets, 10 years of historical data, and 800 listed companies.
- Released
- 2026-08-01
- Readiness
- Paper only
- Primary field
- Finance & Economics
Why it matters
Existing financial benchmarks focus on answer accuracy and assume data is provided, leaving the intermediate process of indicator construction unassessed. FinDeepIndicator bridges this gap by evaluating the full process, providing insights for building more capable and trustworthy agents in finance.
Motivation
Financial indicators are essential tools for transforming raw financial data into interpretable measures for various downstream tasks, such as valuation, risk assessment, and economic analysis.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.