multimodal benchmark
CountQA
CountQA is a benchmark for visual object counting and quantity reasoning over images.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
CountQA Ranking
Higher score ranks better on this benchmark.
| 01 | AC | 77.0% | 100.0% | 1 | C |
CountQA Highlights
The leading models and scores on this benchmark.
What is CountQA?
What CountQA measures and how its scores work.
CountQA is a benchmark for visual object counting and quantity reasoning over images.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- CountQA
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- countqa|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about CountQA.
Which model scores highest on CountQA?
Qwen3.7-Plus is currently ranked first with 77.0%.
What does CountQA measure?
CountQA is a benchmark for visual object counting and quantity reasoning over images.
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.