File size: 2,990 Bytes
37dad09 8ab16f0 37dad09 8ab16f0 37dad09 8ab16f0 37dad09 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 |
---
language:
- en
license: gpl-3.0
size_categories:
- 10K<n<100K
task_categories:
- question-answering
pretty_name: UGMathBench
Paper: 2501.13766
configs:
- config_name: Abstract_algebra
data_files:
- split: test
path: data/Abstract_algebra.json
- config_name: Arithmetic
data_files:
- split: test
path: data/Arithmetic.json
- config_name: Calculus_-_single_variable
data_files:
- split: test
path: data/Calculus_-_single_variable.json
- config_name: Complex_analysis
data_files:
- split: test
path: data/Complex_analysis.json
- config_name: Financial_mathematics
data_files:
- split: test
path: data/Financial_mathematics.json
- config_name: Linear_algebra
data_files:
- split: test
path: data/Linear_algebra.json
- config_name: Probability
data_files:
- split: test
path: data/Probability.json
- config_name: Statistics
data_files:
- split: test
path: data/Statistics.json
- config_name: Algebra
data_files:
- split: test
path: data/Algebra.json
- config_name: Calculus_-_multivariable
data_files:
- split: test
path: data/Calculus_-_multivariable.json
- config_name: Combinatorics
data_files:
- split: test
path: data/Combinatorics.json
- config_name: Differential_equations
data_files:
- split: test
path: data/Differential_equations.json
- config_name: Geometry
data_files:
- split: test
path: data/Geometry.json
- config_name: Number_theory
data_files:
- split: test
path: data/Number_theory.json
- config_name: Set_theory_and_logic
data_files:
- split: test
path: data/Set_theory_and_logic.json
- config_name: Trigonometry
data_files:
- split: test
path: data/Trigonometry.json
tags:
- text
- math
- LLMs
---
# UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
**UGMathBench** is a diverse and dynamic benchmark specifically designed for evaluating undergraduate-level mathematical reasoning with LLMs.
UGMathBench comprises 5,062 problems across 16 subjects and 111 topics, featuring 10 distinct answer types.
Each problem includes three randomized versions.
Paper: https://huggingface.co/papers/2501.13766
GitHub page: https://github.com/YangLabHKUST/UGMathBench.git
# An Example to load the data
```python
from datasets import load_dataset
dataset=load_dataset("UGMathBench/ugmathbench", "Trigonometry", split="test")
print(dataset[0])
```
More details on loading and using the data are on our [GitHub page](https://github.com/YangLabHKUST/UGMathBench.git).
If you do find our code helpful or use our benchmark dataset, please cite our paper.
```
@article{xu2025ugmathbench,
title={UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models},
author={Xu, Xin and Zhang, Jiaxin and Chen, Tianhao and Chao, Zitong and Hu, Jishan and Yang, Can},
journal={arXiv preprint arXiv:2501.13766},
year={2025}
}
``` |