ChartQAPro

Progress Over Time

Interactive timeline showing model performance evolution on ChartQAPro

State-of-the-art frontier
Open
Proprietary

ChartQAPro Leaderboard

2 models
ContextCostLicense
1
ByteDance
ByteDance
1
ByteDance
ByteDance
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About this benchmark

What is ChartQAPro?

ChartQAPro is a challenging benchmark for question answering over diverse, real-world charts and infographics.

ChartQAPro is a multimodal benchmark evaluating models on multimodal, reasoning, and vision tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.

Compare leaders on the best AI for multimodal, best AI for reasoning and best AI for vision leaderboards.

Current leaders

Seed 2.1 Pro from ByteDance currently leads the ChartQAPro leaderboard with a score of 0.709 across 2 evaluated AI models.

1Seed 2.1 ProByteDance70.9%
1Seed 2.1 TurboByteDance70.9%

FAQ

Common questions about the ChartQAPro benchmark and leaderboard.

What is the ChartQAPro benchmark?

ChartQAPro is a challenging benchmark for question answering over diverse, real-world charts and infographics.

What is the ChartQAPro leaderboard?

The ChartQAPro leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, Seed 2.1 Pro by ByteDance leads with a score of 0.709. The average score across all models is 0.709.

What is the highest ChartQAPro score?

The highest ChartQAPro score is 0.709, achieved by Seed 2.1 Pro from ByteDance.

How many models are evaluated on ChartQAPro?

2 models have been evaluated on the ChartQAPro benchmark, with 0 verified results and 2 self-reported results.

What categories does ChartQAPro cover?

ChartQAPro is categorized under multimodal, reasoning, and vision. The benchmark evaluates multimodal models.

How recent are the ChartQAPro leaderboard results?

The ChartQAPro leaderboard was last updated in June 2026 and currently includes 2 evaluated models.