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English(EN) PlotPick: AI-powered batch extraction of numerical data from scientific figures

PlotPick 使用 VLMs 从科学图表中提取数据，性能优于专用模型

作者 PulseAugur 编辑部 · [2 个来源] ·

一款名为 PlotPick 的新开源工具已被开发出来，旨在使用视觉语言模型 (VLM) 从科学图表中提取结构化表格数据。该工具旨在自动化系统评价和荟萃分析中手动数据数字化的缓慢过程。评估显示，六种不同的 VLM 在既定基准测试中显著优于专门的图表到表格模型 DePlot，尤其是在 DePlot 训练数据未包含的图表类型上。 AI

影响 自动化从科学图表中提取数据，可能加速研究综合和荟萃分析。

排序理由 该集群描述了一款新的开源工具和一份详细介绍其在基准测试中性能的研究论文。

在 arXiv cs.CV 阅读 →

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PlotPick 使用 VLMs 从科学图表中提取数据，性能优于专用模型

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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Tommy Carstensen ·

    PlotPick：AI驱动的科学图表数值数据批量提取

    arXiv:2605.06021v1 Announce Type: new Abstract: Systematic reviews and meta-analyses frequently require numerical data that authors report only as figures, yet manual digitisation is slow and does not scale. We present PlotPick, an open-source tool that uses vision-language model…

  2. arXiv cs.CV TIER_1 English(EN) · Tommy Carstensen ·

    PlotPick：AI驱动的从科学图表中批量提取数值数据

    Systematic reviews and meta-analyses frequently require numerical data that authors report only as figures, yet manual digitisation is slow and does not scale. We present PlotPick, an open-source tool that uses vision-language models (VLMs) to batch-extract structured tabular dat…

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