A chart perturbation robustness benchmark with five textual and ten visual distortion types, three human-calibrated severity levels, and evaluations of 13 MLLMs on ChartQA and chart summarization.
Uniter: Universal image-text representation learning
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CHAOS: Chart Analysis with Outlier Samples
A chart perturbation robustness benchmark with five textual and ten visual distortion types, three human-calibrated severity levels, and evaluations of 13 MLLMs on ChartQA and chart summarization.