math benchmark
STEM
A comprehensive multimodal benchmark dataset with 448 skills and 1,073,146 questions spanning all STEM subjects (Science, Technology, Engineering, Mathematics), designed to test neural models' vision-language STEM skills based on K-12 curriculum. Unlike existing datasets that focus on expert-level ability, this dataset includes fundamental skills designed around educational standards.
Updated Aug 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
STEM leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | AC | 34.0% | 100.0% | 1 | C |
STEM highlights
The top published results on this benchmark's own scale.
What is STEM?
Definition and scoring fields from the benchmark registry.
A comprehensive multimodal benchmark dataset with 448 skills and 1,073,146 questions spanning all STEM subjects (Science, Technology, Engineering, Mathematics), designed to test neural models' vision-language STEM skills based on K-12 curriculum. Unlike existing datasets that focus on expert-level ability, this dataset includes fundamental skills designed around educational standards.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- STEM
- Modality
- multimodal
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- stem|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about STEM.
Which model scores highest on STEM?
Qwen2.5-Coder 7B Instruct is currently ranked first with 34.0%.
What does STEM measure?
A comprehensive multimodal benchmark dataset with 448 skills and 1,073,146 questions spanning all STEM subjects (Science, Technology, Engineering, Mathematics), designed to test neural models' vision-language STEM skills based on K-12 curriculum. Unlike existing datasets that focus on expert-level ability, this dataset includes fundamental skills designed around educational standards.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.