math benchmark
EMMA
EMMA (Enhanced MultiModal reAsoning) is a benchmark for organic multimodal reasoning across mathematics, physics, chemistry, and coding.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
EMMA Ranking
Higher score ranks better on this benchmark.
| 01 | BY | 79.3% | 100.0% | 2 | C | |
| 02 | BY | 78.4% | 0.0% | 2 | C |
EMMA Score Distribution
A closer view of the leading scores on this benchmark.
EMMA Highlights
The leading models and scores on this benchmark.
What is EMMA?
What EMMA measures and how its scores work.
EMMA (Enhanced MultiModal reAsoning) is a benchmark for organic multimodal reasoning across mathematics, physics, chemistry, and coding.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- EMMA
- Modality
- multimodal
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- emma|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about EMMA.
Which model scores highest on EMMA?
Seed 2.1 Pro is currently ranked first with 79.3%.
What does EMMA measure?
EMMA (Enhanced MultiModal reAsoning) is a benchmark for organic multimodal reasoning across mathematics, physics, chemistry, and coding.
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.