| --- |
| dataset_info: |
| features: |
| - name: query |
| dtype: string |
| - name: dqc_id |
| dtype: string |
| - name: answer |
| dtype: string |
| - name: id |
| dtype: int64 |
| splits: |
| - name: test |
| num_bytes: 35959685 |
| num_examples: 330 |
| download_size: 2881818 |
| dataset_size: 35959685 |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/test-* |
| task_categories: |
| - text-generation |
| license: cc-by-4.0 |
| language: |
| - en |
| papers: |
| - title: "FinAuditing: Taxonomy-Grounded Financial Auditing Benchmark for Evaluating Large Language Models" |
| authors: |
| - Yan Wang |
| - Keyi Wang |
| - Shanshan Yang |
| - Jaisal Patel |
| - Jeff Zhao |
| - Fengran Mo |
| - Xueqing Peng |
| - Lingfei Qian |
| - Jimin Huang |
| - Guojun Xiong |
| - Xiao-Yang Liu |
| - Jian-Yun Nie |
| url: "https://arxiv.org/abs/2510.08886" |
| conference: "arXiv preprint, 2025" |
| tags: |
| - finance |
| - auditing |
| - xbrl |
| - gaap |
| - llm |
| - benchmark |
| - financial-reasoning |
| --- |
| |
| # 🧾 FinAuditing Benchmark |
|
|
| This dataset is introduced in the paper |
| **[FinAuditing: Taxonomy-Grounded Financial Auditing Benchmark for Evaluating Large Language Models](https://arxiv.org/abs/2510.08886)** |
| by Yan Wang, Keyi Wang, Shanshan Yang, Jaisal Patel, Jeff Zhao, Fengran Mo, Xueqing Peng, Lingfei Qian, Jimin Huang, Guojun Xiong, Xiao-Yang Liu, and Jian-Yun Nie (2025). |
