> ML_DATASET // HENDRYCKS-MATH-DATASET_v1.0
MATH: Measuring Mathematical Problem Solving (Hendrycks et al. 2021)
UC Berkeley (Dan Hendrycks et al.) · Advanced Mathematical Reasoning · 12,500 high school competition math problems (AMC 10, AMC 12, AIME)
Advanced Mathematical ReasoningMIT12,500 high school competition math problems (AMC 10, AMC 12, AIME)open
Dataset Profile & Characteristics
Label Type:Step-by-step LaTeX solution rationale and boxed final answer across 7 subjects and 5 difficulty levels
Languages:en
License Tier:permissive-open-source
Modalities:text
Intended Use
- Evaluating deep chain-of-thought and reinforcement-learning mathematical reasoning in frontier LLMs
Prohibited / Discouraged Use
- General reading comprehension assessment
Bias, Leakage & Privacy Risk Analysis
Privacy / Sensitive Data Risks:
Math competition problems; zero personal data.
Known Bias:
US high school mathematics competition curriculum formatting.
Known Benchmark Leakage:
Heavy contamination risk in modern web-scale pretraining datasets.