multimodal benchmark
InfographicsQA Leaderboard
InfographicsQA is a multimodal benchmark based on the InfographicVQA dataset, which contains 5,485 infographic images and over 30,000 questions.
Updated Sep 5, 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 | Score56.80% | Percentile100.00% | 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 original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MEMeta
- Score
- 56.80%
- Speed
- Up to 24.00 tok/s via DeepInfra
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 56.80%. 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.
InfographicsQA is a multimodal benchmark for questions about infographic images.
It measures performance on questions requiring joint reasoning over document layout, textual content, graphical elements, and data visualizations, along with elementary reasoning and arithmetic skills, using the Score metric in ratio units.
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
- overall
LLM Stats. 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 56.80%.
What are the top three models on InfographicsQA?
The current leaders are Llama 3.2 90B Instruct (56.80%).
Which InfographicsQA model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among InfographicsQA results?
The fastest matched records are Llama 3.2 90B Instruct (24.00 tok/s via DeepInfra).
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.