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Image-to-CAD generation research benchmarks · SOTA2 Research

Image-to-CAD generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Image-conditional CAD dataset

1.21Chamfer Distance (CD)

6

May 14, 2026

Fusion 360 (out-of-distribution)

54.93IOUbest

5

Feb 26, 2026

DeepCAD (in-distribution)

63.14IOUbest

5

Feb 26, 2026

Fusion360 out-of-distribution (test)

83Mean Score

3

Jun 9, 2026

DeepCAD in-distribution (finetuning)

0.62Mean Error

3

Jun 9, 2026

Popular datasets

DeepCAD Fusion360 CAD Fusion 360

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