Chart Question Answering
5 papers with code • 0 benchmarks • 4 datasets
Question Answering task on charts images
These leaderboards are used to track progress in Chart Question Answering
To resolve, such questions often require reference to multiple plot elements and synthesis of information distributed spatially throughout a figure.
Chart question answering (CQA) is a newly proposed visual question answering (VQA) task where an algorithm must answer questions about data visualizations, e. g. bar charts, pie charts, and line graphs.
To address the unique challenges in our benchmark involving visual and logical reasoning over charts, we present two transformer-based models that combine visual features and the data table of the chart in a unified way to answer questions.