---
title: UGPhysics
canonical_url: "https://www.modelscope.cn/datasets/xinxu02/UGPhysics"
md_url: "https://www.modelscope.cn/datasets/xinxu02/UGPhysics.md"
repository: xinxu02/UGPhysics
last_updated: 2025-06-03
license: "Apache License 2.0"
storage_size: "19 MB"
downloads: 520
stars: 1
---

# UGPhysics

> UGPhysics - xinxu02 在 ModelScope 开源的数据集。UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models

xinxu02/UGPhysics 是 ModelScope 魔搭社区上的数据集，存储大小 19 MB，采用 Apache License 2.0 许可。

- **Repository**: xinxu02/UGPhysics
- **License**: Apache License 2.0
- **Storage size**: 19 MB
- **Downloads**: 520
- **Stars**: 1
- **Last updated**: 2025-06-03

Source: https://www.modelscope.cn/datasets/xinxu02/UGPhysics

---

# UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models

**UGPhysics** is a large-scale and comprehensive benchmark tailored for evaluating the physics problem-solving abilities of LLMs across multiple **U**nder**G**raduate-level **Physics** (UGPhysics) disciplines, comprising 5,520 distinct problems
in three main domains, 13 core subjects, and 59 key topic.



# An Example to load the data

```python
from datasets import load_dataset
dataset=load_dataset("UGPhysics/ugphysics", "AtomicPhysics", split="en")

print(dataset[0])
```

More details on loading and using the data are on our [GitHub page](https://github.com/YangLabHKUST/UGPhysics.git).


If you do find our code helpful or use our benchmark dataset, please cite our paper.

```
@article{xu2025ugphysics,
  title={UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models},
  author={Xu, Xin and Xu, Qiyun and Xiao, Tong and Chen, Tianhao and Yan, Yuchen and Zhang, Jiaxin and Diao, Shizhe and Yang, Can and Wang, Yang},
  journal={arXiv preprint arXiv:2502.00334},
  year={2025}
}
```