multimodal benchmark
HiPhO
HiPhO is a high-school physics olympiad benchmark evaluating multimodal reasoning over physics problems that include diagrams and figures.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
HiPhO Ranking
Higher score ranks better on this benchmark.
| 01 | AC | 84.1% | 100.0% | 1 | C |
HiPhO Highlights
The leading models and scores on this benchmark.
What is HiPhO?
What HiPhO measures and how its scores work.
HiPhO is a high-school physics olympiad benchmark evaluating multimodal reasoning over physics problems that include diagrams and figures.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- HiPhO
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- hipho|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about HiPhO.
Which model scores highest on HiPhO?
Qwen3.7-Plus is currently ranked first with 84.1%.
What does HiPhO measure?
HiPhO is a high-school physics olympiad benchmark evaluating multimodal reasoning over physics problems that include diagrams and figures.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 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.