multimodal benchmark
ContPhy
ContPhy is a continuum physical-reasoning benchmark evaluating understanding of physical dynamics in video.
Updated Aug 7, 2026
Published models2
Registry coverage2
MetricScore
EvidenceB
ContPhy leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | BY | 63.6% | 100.0% | 2 | C | |
| 2 | BY | 61.1% | 0.0% | 2 | C |
Score distribution
Top published rows on the benchmark's original scale.
ContPhy highlights
The top published results on this benchmark's own scale.
What is ContPhy?
Definition and scoring fields from the benchmark registry.
ContPhy is a continuum physical-reasoning benchmark evaluating understanding of physical dynamics in video.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- ContPhy
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- contphy|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about ContPhy.
Which model scores highest on ContPhy?
Seed 2.1 Pro is currently ranked first with 63.6%.
What does ContPhy measure?
ContPhy is a continuum physical-reasoning benchmark evaluating understanding of physical dynamics in video.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 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.