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path: robustness/test-*
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ChartAlignBench π§π
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ChartAlignBench is a multi-modal benchmark designed to evaluate
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path: robustness/test-*
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## ChartAlignBench π§π
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ChartAlignBench is a multi-modal benchmark designed to evaluate vision-language Models (VLMs) on dense-level chart grounding and multi-chart alignment to comprehensively assess fine-grained chart understanding in VLMs.
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### π Overview
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ChartAlignBench contains 9K+ chart pairs, divided into three evaluation subsets:-
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1. Data Grounding & Alignment: Paired charts differ in underlying data values visualized by the chart.
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2. Attribute Grounding & Alignment: Paired charts differ in visualization attribute e.g., color, legend or text style.
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3. Robustness: 5 variants of paired charts for Data Alignment, with different attributes across variants.
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