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News/CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves
arxiv
PublishedMay 19, 2026 at 4:00 AM
—neutral

CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2605.14068v2 Announce Type: replace-cross Abstract: We introduce CurveBench, a benchmark for hierarchical topological reasoning from visual input. CurveBench consists of \textbf{756 images} of pairwise non-intersecting Jordan curves across easy, polygonal, topographic-inspired, maze-like, and

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Discussion
Mentioned models
05
  • 01
    Gemini 3.1 Pro
  • 02
    Qwen3-VL-8B
  • 03
    Qwen-3-VL-8B-Thinking
  • 04
    GPT-5.4
  • 05
    Claude Opus 4.5
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#benchmark#computer vision#topological reasoning#visual input

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Mentioned models
05
  • 01
    Gemini 3.1 Pro
  • 02
    Qwen3-VL-8B
  • 03
    Qwen-3-VL-8B-Thinking
  • 04
    GPT-5.4
  • 05
    Claude Opus 4.5
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#benchmark#computer vision#topological reasoning#visual input
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