Recent Papers / arXiv:2606.03829

BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents

arXiv:2606.03829Submitted Jun 3, 20260 benchmark results

Authors pending

Abstract

928 expert-authored financial tasks with point-weighted rubrics; best agent scores only 58.8%.

Tasks
edit
Results

No benchmark results recorded yet.

submit

Benchmark results referencing this paper haven't been added to the registry yet. If you have a reproduction, submit it →

CodeSOTA extraction

Benchmark evidence

edit
  • Extract BigFinanceBench rubric scores per workflow step to localize where agents fail (best system 58.8%).
Add or update benchmark results
Logged-in editor · benchmark trail
Read next

Three places to go from here.

Index
All papers
All tracked papers in the registry, with benchmark result, model, and leaderboard linkage where available.
Replacement
Papers with Code is dead — alternatives
What replaced PWC for each use case: LLMs, OCR, speech, vision, robotics.
Top hub
Benchmarks
Every benchmark in Benchmarks.