Chart2Code is a hierarchical benchmark with reproduction, editing, and table-to-chart tasks across 22 chart types that shows even top models like GPT-5 achieve low scores of 0.57 on code evaluation and 0.22 on chart quality for editing tasks.
It should not require any external data files or variables not already present in the code
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From Charts to Code: A Hierarchical Benchmark for Multimodal Models
Chart2Code is a hierarchical benchmark with reproduction, editing, and table-to-chart tasks across 22 chart types that shows even top models like GPT-5 achieve low scores of 0.57 on code evaluation and 0.22 on chart quality for editing tasks.