math benchmark
MathVision
MATH-Vision is a dataset designed to measure multimodal mathematical reasoning capabilities. It focuses on evaluating how well models can solve mathematical problems that require both visual understanding and mathematical reasoning, bridging the gap between visual and mathematical domains.
Updated Aug 11, 2026
Models32
Model coverage32
MetricScore
EvidenceB
MathVision Ranking
Higher score ranks better on this benchmark.
MathVision Score Distribution
A closer view of the leading scores on this benchmark.
MathVision Highlights
The leading models and scores on this benchmark.
What is MathVision?
What MathVision measures and how its scores work.
MATH-Vision is a dataset designed to measure multimodal mathematical reasoning capabilities. It focuses on evaluating how well models can solve mathematical problems that require both visual understanding and mathematical reasoning, bridging the gap between visual and mathematical domains.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MathVision
- Modality
- multimodal
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- mathvision|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MathVision.
Which model scores highest on MathVision?
Kimi K3 is currently ranked first with 97.8%.
What does MathVision measure?
MATH-Vision is a dataset designed to measure multimodal mathematical reasoning capabilities. It focuses on evaluating how well models can solve mathematical problems that require both visual understanding and mathematical reasoning, bridging the gap between visual and mathematical domains.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
32 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.