benchmark:official benchmark:eval-yaml task_categories:text-generation task_categories:question-answering language:en license:cc-by-4.0 size_categories:n<1K format:csv modality:document modality:text library:datasets library:pandas library:polars library:mlcroissant arxiv:2509.25721 region:us finance legal medical consulting benchmarking rubric-grading