benchmark:official benchmark:eval-yaml language:en license:cc-by-4.0 size_categories:n<1K format:json modality:document modality:image modality:text library:datasets library:pandas library:polars library:mlcroissant arxiv:2601.14242 region:us agents benchmarking finance legal management-consulting tool-use long-horizon