math benchmark
MathVerse
MathVerse evaluates multimodal mathematical reasoning, testing whether models genuinely interpret visual math diagrams rather than relying on text.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
MathVerse Ranking
Higher score ranks better on this benchmark.
| 1 | BY | 89.7% | 100.0% | 2 | C | |
| 2 | BY | 89.2% | 0.0% | 2 | C |
MathVerse Score Distribution
A closer view of the leading scores on this benchmark.
MathVerse Highlights
The leading models and scores on this benchmark.
What is MathVerse?
What MathVerse measures and how its scores work.
MathVerse evaluates multimodal mathematical reasoning, testing whether models genuinely interpret visual math diagrams rather than relying on text.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MathVerse
- Modality
- multimodal
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- mathverse|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MathVerse.
Which model scores highest on MathVerse?
Seed 2.1 Pro is currently ranked first with 89.7%.
What does MathVerse measure?
MathVerse evaluates multimodal mathematical reasoning, testing whether models genuinely interpret visual math diagrams rather than relying on text.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.