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cs.CL2026

FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality

Beidi Luan, Rui Sun, Sinuo Wang +5

The paper introduces a scalable pipeline that automatically creates and evaluates rubrics for assessing the quality of long-form financial reports generated by deep research agents…