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Paper · arXiv

IndustrialCAD-1400: Benchmarking Detailed Industrial Assemblies from Text

Industrial assemblies require more than a recognizable shape: functional parts, interfaces, dimensions and service features must satisfy a detailed request together. We introduce IndustrialCAD-1400, a text-to-CAD benchmark for this industrial setting. Its 1,400 requests combine 400 equipment categories across 40 domains with 250 four-case design families. Family requests specify a median of 17 named component or configuration roles and six explicit numeric targets; controlled variants test whether dimensions change while shared structure is retained. Task construction draws on documented manufacturer information, owner specifications and engineering guidance. Models generate geometry prog...

AuthorsHebao Zhu, Kang An, Zhuoke Liao et al.
Primary categorycs.AI
Published17 October 2026
Last updated at source17 October 2026
cs.AI
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