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Papers Benchmarks Datasets Tasks

text-to-CAD generation research benchmarks · SOTA2 Research

text-to-CAD generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.12MCD

27

Apr 10, 2026

98.83IR

14

Jun 12, 2026

2.58Chamfer Distance (Mean)

13

Mar 5, 2026

79.06COV

12

Apr 10, 2026

0.37CLIP Score

8

Jun 5, 2026

CADBench-Wild human evaluation

77.46Attr. Fidelity

7

Apr 14, 2026

CADBench-Sim human evaluation

0.769Attribute Fidelity

7

Apr 14, 2026

Recap-DeepCAD (test)

42.84Intersection Ratio (IR)

7

Mar 5, 2026

95.79Line F1 Score

7

Mar 5, 2026

Fusion 360 Out-of-Distribution

55.25P-F1

7

Feb 26, 2026

Text2CAD (test)

Memory-Augmented Reinforcement Learning Agent

29.72IoU

4

May 20, 2026

SkexGen-derived

77.9F1-Skt

4

Mar 5, 2026

Method Capability Comparison

—

—Primary metric

0

Jul 8, 2026

Popular datasets

DeepCAD Text2CAD CADBench ABC Fusion 360

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