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- ---
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- license: gpl-3.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ Paper: 2501.13766
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+ license: gpl-3.0
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+ dataset_info:
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+ configs:
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+ - config_name: Abstract_algebra
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+ data_files:
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+ - split: test
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+ path: data/Abstract_algebra.json
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+ - config_name: Arithmetic
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+ data_files:
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+ - split: test
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+ path: data/Arithmetic.json
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+ - config_name: Calculus_-_single_variable
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+ data_files:
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+ - split: test
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+ path: data/Calculus_-_single_variable.json
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+ - config_name: Complex_analysis
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+ data_files:
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+ - split: test
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+ path: data/Complex_analysis.json
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+ - config_name: Financial_mathematics
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+ data_files:
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+ - split: test
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+ path: data/Financial_mathematics.json
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+ - config_name: Linear_algebra
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+ data_files:
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+ - split: test
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+ path: data/Linear_algebra.json
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+ - config_name: Probability
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+ data_files:
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+ - split: test
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+ path: data/Probability.json
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+ - config_name: Statistics
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+ data_files:
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+ - split: test
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+ path: data/Statistics.json
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+ - config_name: Algebra
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+ data_files:
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+ - split: test
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+ path: data/Algebra.json
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+ - config_name: Calculus_-_multivariable
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+ data_files:
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+ - split: test
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+ path: data/Calculus_-_multivariable.json
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+ - config_name: Combinatorics
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+ data_files:
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+ - split: test
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+ path: data/Combinatorics.json
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+ - config_name: Differential_equations
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+ data_files:
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+ - split: test
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+ path: data/Differential_equations.json
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+ - config_name: Geometry
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+ data_files:
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+ - split: test
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+ path: data/Geometry.json
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+ - config_name: Number_theory
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+ data_files:
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+ - split: test
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+ path: data/Number_theory.json
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+ - config_name: Set_theory_and_logic
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+ data_files:
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+ - split: test
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+ path: data/Set_theory_and_logic.json
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+ - config_name: Trigonometry
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+ data_files:
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+ - split: test
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+ path: data/Trigonometry.json
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+ task_categories:
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+ - question-answering
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+ language:
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+ - en
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+ pretty_name: UGMathBench
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+ size_categories:
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+ - 10K<n<100K
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+ tags:
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+ - text
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+ - math
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+ - LLMs
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+ ---
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+
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+
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+ # UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
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+
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+ **UGMathBench** is a diverse and dynamic benchmark specifically designed for evaluating undergraduate-level mathematical reasoning with LLMs.
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+ UGMathBench comprises 5,062 problems across 16 subjects and 111 topics, featuring 10 distinct answer types.
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+ Each problem includes three randomized versions.
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+
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+
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+ # An Example to load the data
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+
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+ ```python
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+ from datasets import load_dataset
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+ dataset=load_dataset("UGMathBench/ugmathbench", "Trigonometry", split="test")
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+
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+ print(dataset[0])
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+ ```
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+
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+ More details on loading and using the data are on our [GitHub page](https://github.com/YangLabHKUST/UGMathBench.git).
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+
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+
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+ If you do find our code helpful or use our benchmark dataset, please cite our paper.
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+
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+ ```
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+ @article{xu2025ugmathbench,
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+ title={UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models},
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+ author={Xu, Xin and Zhang, Jiaxin and Chen, Tianhao and Chao, Zitong and Hu, Jishan and Yang, Can},
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+ journal={arXiv preprint arXiv:2501.13766},
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+ year={2025}
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+ }
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+ ```