multimodal benchmark
VisuLogic
VisuLogic evaluates logical reasoning capabilities in visual contexts.
Updated Aug 11, 2026
Models3
Model coverage3
MetricScore
EvidenceB
VisuLogic Ranking
Higher score ranks better on this benchmark.
| 1 | BY | 0.543 points | 100.0% | 3 | C | |
| 2 | BY | 0.529 points | 50.0% | 3 | C | |
| 3 | AC | 0.344 points | 0.0% | 3 | C |
VisuLogic Score Distribution
A closer view of the leading scores on this benchmark.
VisuLogic Highlights
The leading models and scores on this benchmark.
What is VisuLogic?
What VisuLogic measures and how its scores work.
VisuLogic evaluates logical reasoning capabilities in visual contexts.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- VisuLogic
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- visulogic|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about VisuLogic.
Which model scores highest on VisuLogic?
Seed 2.1 Pro is currently ranked first with 0.543 points.
What does VisuLogic measure?
VisuLogic evaluates logical reasoning capabilities in visual contexts.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.