multimodal benchmark
InfographicsQA Leaderboard
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 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
InfographicsQA Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score56.8% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
InfographicsQA Highlights
The leading models and scores on this benchmark.
The Top AI Models for InfographicsQA
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis infographicsqa AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ME
- Score
- 56.8%
- Speed
- Up to 100 tok/s via Bedrock
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures InfographicsQA, not total model capability
Selection summary
Best AI Models for InfographicsQA
Llama 3.2 90B Instruct currently leads InfographicsQA with 56.8%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
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.