ChartQA leaderboard

ChartQA is an external benchmark published by ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. ChartQA tests visual and logical reasoning about charts. These own-provider reports keep Anthropic's relaxed-accuracy results separate from Zyphra scores whose metric and scorer are not disclosed.

Each model's result is published by ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning as provider-reported aggregates; separate source cohorts. ModelScale prints that value to 1 decimal place, exactly as published, and never converts or rescales it. This page ranks the 0 models that carry a published value, highest value first; a model the source never scored is left out rather than ranked at zero. The source does not state whether a higher value is the better result, so neither does this page.