Jul 2026
Are the Financial Reasoning from LLMs Credible? A Real World Test over Long-Horizon Statements
FinIndices is a large-scale benchmark evaluating data-processing fidelity over uncropped financial statements (up to 32K tokens) and yields substantial zero-hint gains, validating that structured logic can be partially restored via data-centric alignment.
Xin Tong, Xuanming Zhang, Tian-Yi Tang et al.
· arXiv.org · 0 citations