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CAD reconstruction research benchmarks · SOTA2 Research

CAD reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.57Line F1

9

Jun 30, 2026

OmniCAD-Plan 2K

0.91Mean CD

6

Jun 30, 2026

0.22Error Angle (°)

5

Feb 26, 2026

1.394Error Angle (°)

5

Feb 26, 2026

Fusion 360 (test)

2.052Chamfer Distance

5

Feb 26, 2026

0.011Residual Error

4

Feb 26, 2026

0.33CD

4

Feb 26, 2026

ABC 100 models (test)

4.129Chamfer Distance (CD)

3

Feb 26, 2026

CC3D real-world

0.31Med. CD

3

Feb 26, 2026

InverseCSG Sketch + Extrude Models (test)

0.15Error (%)

3

Feb 26, 2026

InverseCSG All Models (test)

50Error (%)

3

Feb 26, 2026

Popular datasets

ABC InverseCSG OmniCAD-Plan DeepCAD Fusion360

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