---
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}
}
```