Complex Math Reasoning Dataset

What’s in this dataset:

• University-level math problems with step-by-step solutions* (* natural language step-by-step explanations can be added by request)

• Format: LaTeX formulas with comments

• Multiple solutions provided for ~10% 

of the problems 

Data source:

Real-world non-synthetic mathematical problems are produced by our partner, a US-based EdTech company. 



Solutions are validated and tested by the internal team and external subject matter experts from universities to ensure educational relevance and rigor.

Dataset size:

14k text only
600 multimodal

Comprehensive coverage of the following mathematical subjects:

• Differential calculus

• Integral calculus

• Algebra

• Multivariable calculus

• Linear algebra

• Sequences and Series

• Differential equations

• Other