tberkane/WB-ChartExtract
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资源简介:
WB-ChartExtract 是一个用于图表到表格提取的基准:从图表图像中恢复基础数值表格。它基于世界银行开放数据的时间序列(52个指标,218个国家,65年)构建,设计得比现有基准更具挑战性:图表平均包含比ChartQA多7倍的数据点,不打印值标签(移除了OCR捷径),并涵盖4种图表类型 × 4种渲染库,具有显著风格变化。数据集包含1000个图表,包括图像、真实表格和元数据。
WB-ChartExtract is a benchmark for chart-to-table extraction: recovering the underlying numerical table from a chart image. It is built from World Bank Open Data time series (52 indicators, 218 countries, 65 years) and is designed to be more challenging than existing benchmarks: charts contain on average 7× more datapoints than ChartQA, print no value labels (removing the OCR shortcut), and span 4 chart types × 4 rendering libraries with heavy stylistic variation. The dataset contains 1,000 charts, including images, ground-truth tables, and metadata.
提供机构:
tberkane


