FinQA

FinQA is a large-scale financial reasoning benchmark featuring 2,800 financial reports with 8,000 question-answer pairs requiring numerical reasoning over structured and unstructured data. Created by financial experts, this dataset tests AI models' ability to perform complex calculations, analyze financial statements, and answer questions requiring multi-step reasoning across tables, text, and numerical evidence in real financial documents.