2,577 high-quality math word problems for 3rd-5th grade students, featuring questions and solutions annotated by teachers and Gemma 3 27B IT. The dataset includes specific mappings to the Virginia Standards of Learning (SOL) and incorporates the 3rd-5th grade subset of the ASDIV dataset.
Use Cases
- Fine-tune generative models for educational math tutoring using the question and solution columns
- Automate the classification of math problems into curriculum categories using the math standard and grade level features
- Benchmark the accuracy of LLM-generated math solutions against teacher-annotated ground truth
Strengths
- 2,577 math word problems specifically for 3rd-5th grade levels
- Includes Virginia Standards of Learning (SOL) math standard labels for every row
- Features annotations from both human teachers and the Gemma 3 27B IT model
- Contains question and solution pairs derived from the ASDIV dataset subset