Comparative Company Financial Analysis

via “cross-document financial comparison and aggregation”

8.3K financial reasoning questions over real S&P 500 earnings reports.

Unique: Provides a foundation for evaluating cross-company financial comparison by including diverse S&P 500 companies with different business models and scales, enabling assessment of whether systems can normalize and compare metrics appropriately. Most financial QA datasets focus on single-document questions.

vs others: Enables cross-company evaluation unlike single-document QA datasets, but requires external retrieval and comparison logic because the dataset itself contains only single-document questions