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README.md
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pretty_name: SVGenius
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# **SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation**
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</a>
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<a href="https://zju-real.github.io/SVGenius/" target="_blank">
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<img alt="Webpage" src="https://img.shields.io/badge/%F0%9F%8C%8E_Website-SVGenius-green.svg" height="20" />
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</a>
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pretty_name: SVGenius
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tags:
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- svg-understanding
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- svg-editing
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- svg-generation
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# **SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation**
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</a>
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<a href="https://zju-real.github.io/SVGenius/" target="_blank">
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<img alt="Webpage" src="https://img.shields.io/badge/%F0%9F%8C%8E_Website-SVGenius-green.svg" height="20" />
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</a>
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We introduce SVGenius, the first large-scale complexity-stratified benchmark accessing (M)LLMs capabilities across three progressive dimensions: **Understanding** (perceptua and semantic QA), **Editing** (bug fixing, code optimization, style editing), and **Generation** (text-to-SVG, image-to-SVG, style transfer). Built on real-world data from **24** application domains with systematic complexity stratification, SVGenius evaluates models through **8** task categories and **18** metrics. We assess **22** mainstream models spanning different scales, architectures, training paradigms, and accessibility levels.
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<!-- <img src="docs/static/images/overview.jpg" width="100%"/> -->
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