multimodal benchmark
InfographicsQA
InfographicVQA dataset with 5,485 infographic images and over 30,000 questions requiring joint reasoning over document layout, textual content, graphical elements, and data visualizations with elementary reasoning and arithmetic skills
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
InfographicsQA Ranking
Higher score ranks better on this benchmark.
| 01 | ME | 56.8% | 100.0% | 1 | C |
InfographicsQA Highlights
The leading models and scores on this benchmark.
What is InfographicsQA?
What InfographicsQA measures and how its scores work.
InfographicVQA dataset with 5,485 infographic images and over 30,000 questions requiring joint reasoning over document layout, textual content, graphical elements, and data visualizations with elementary reasoning and arithmetic skills
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- InfographicsQA
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- infographicsqa|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about InfographicsQA.
Which model scores highest on InfographicsQA?
Llama 3.2 90B Instruct is currently ranked first with 56.8%.
What does InfographicsQA measure?
InfographicVQA dataset with 5,485 infographic images and over 30,000 questions requiring joint reasoning over document layout, textual content, graphical elements, and data visualizations with elementary reasoning and arithmetic skills
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.