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 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
InfographicsQA leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | ME | 56.8% | 100.0% | 1 | C |
InfographicsQA highlights
The top published results on this benchmark's own scale.
What is InfographicsQA?
Definition and scoring fields from the benchmark registry.
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. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- InfographicsQA
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- infographicsqa|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
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 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.