multimodal benchmark
MeasureBench Leaderboard
MeasureBench evaluates multimodal models on visual measurement and quantitative perception tasks using real and synthetic imagery.
Updated Sep 5, 2026
Models2
Model coverage2
MetricScore
EvidenceB
MeasureBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score62.90% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score58.90% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
MeasureBench Highlights
The leading models and scores on this benchmark.
MeasureBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for MeasureBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is MeasureBench?
What MeasureBench measures and how its scores work.
MeasureBench is a multimodal benchmark for visual measurement and quantitative perception tasks across real and synthetic imagery.
It reports Score as a ratio, calculated as the average over the two settings.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MeasureBench
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MeasureBench.
Which model scores highest on MeasureBench?
Seed 2.1 Pro is currently ranked first with 62.90%.
What are the top three models on MeasureBench?
The current leaders are Seed 2.1 Pro (62.90%) and Seed 2.1 Turbo (58.90%).
Which MeasureBench model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among MeasureBench results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.