| --- |
| task_categories: |
| - text-classification |
| language: |
| - en |
| tags: |
| - mathematics |
| - proof-verification |
| - arxiv |
| pretty_name: ArxivMathGradingBench |
| size_categories: |
| - n<1K |
| --- |
| |
| # ArxivMathGradingBench |
|
|
| A benchmark of 35 arXiv mathematics papers that contained an error later |
| corrected by the authors in a subsequent version, each annotated with the |
| location of the error. Introduced in *Pseudo-Formalization for Automatic |
| Proof Verification* to evaluate LLM proof verifiers on real research-level |
| mathematics. |
|
|
| ## Downloading the papers |
|
|
| This dataset provides the paper metadata and error annotations. To download |
| the paper PDFs, follow the instructions in the code repository: |
|
|
| **https://github.com/Slim205/pseudo-formalization** |
|
|
| ## Columns |
|
|
| | column | description | |
| |---|---| |
| | `arxiv_id` | arXiv identifier (e.g. `2501.04482`) | |
| | `version` | paper version used by the benchmark (e.g. `v1` / `v2`) | |
| | `url` | arXiv abstract URL | |
| | `v1_date` | date of the first arXiv version | |
| | `category` | arXiv subject class (e.g. `math.FA`) | |
| | `category_name_readable` | human-readable subject name | |
| | `comments` | the author's revision comment (often describing the fix) | |
| | `Location of Error` | ground-truth error location(s), e.g. `Theorem 19` | |
| | `Liscence` | the paper's license as recorded on arXiv | |
| | `title_extracted_from_tex` | paper title | |
|
|
| ## Citation |
|
|
| ``` |
| @article{barkallah2026pseudo, |
| title={Pseudo-Formalization for Automatic Proof Verification}, |
| author={Barkallah, Slim and Bailey, Luke and Wen, Kaiyue and Abouzaid, Mohammed and Ma, Tengyu}, |
| journal={arXiv preprint arXiv:2605.20531}, |
| year={2026} |
| } |
| ``` |
