IndustrialCAD-1400: Benchmarking Detailed Industrial Assemblies from Text

Key points

• Industrial assemblies require more than a recognizable shape: functional parts, interfaces, dimensions and service features must satisfy a detailed request together.1
• Task construction draws on documented manufacturer information, owner specifications and engineering guidance.1
• A request assessment of front, isometric, and top views measures visible component, arrangement, and interface fulfillment without requiring a single reference geometry.1
• Five stratified panels preserve complete families while covering the benchmark exactly once, enabling balanced comparisons and separating industrial breadth from controlled numerical responsiveness.1

Sources (1)

• [1]IndustrialCAD-1400: Benchmarking Detailed Industrial Assemblies from Text
  arXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 17, 05:28 PM

  We introduce IndustrialCAD-1400, a text-to-CAD benchmark for this industrial setting.

  Industrial assemblies require more than a recognizable shape: functional parts, interfaces, dimensions and service features must satisfy a detailed request together.

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