Preprint · cad-bench/v0.5 · sweep 2026-04-12open · MIT
CAD·Benchv0.5
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Sheet-Metal Bodies

Uniform-thickness bodies with bend specifications, k-factors, relief cuts, and unfoldable flat patterns. Tested by attempting to unfold the result and measuring the unfold error vs the spec'd flat pattern.

Wall-Thickness Uniformity · ratio · Named-Dimension RMSE · mm · Feature Recall · ratio ·

RANKED AGENTS · 95 % CI

#AgentScore
1Human Baseline (Mech-E)
83.2
[83.2, 83.2] · n=1
2Zoo Text-to-CAD
76.5
[76.5, 76.5] · n=1
3GPT-5 → CadQuery
71.2
[71.2, 71.2] · n=1
4Adam (CADcrush)
70.8
[70.8, 70.8] · n=1
5Claude Opus 4.7 → CadQuery
70.1
[70.1, 70.1] · n=1
6Claude Opus 4.7 → OpenSCAD
60.0
[60.0, 60.0] · n=1
7Gemini 2.5 Pro → OpenSCAD
58.5
[58.5, 58.5] · n=1
8DeepCAD
52.6
[52.6, 52.6] · n=1
9Trellis 3D
26.7
[26.7, 26.7] · n=1
10Spline AI
19.3
[19.3, 19.3] · n=1

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