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Models/CAD-Recode

CAD-Recode

Reported on 24 benchmarks across 2 tasks · 1 paper · 18 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision24 results

  • Object ReconstructiononFusion 360 Gallery
    Chamfer Distance· 2024-12-18
    1.21
    best: 0.58 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononFusion 360 Gallery
    Chamfer Distance (median)· 2024-12-18
    0.19
    best: 0.17 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononFusion 360 Gallery
    IoU· 2024-12-18
    79.1
    best: 85 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononDeepCAD
    Camfer Distance (median)· 2024-12-18
    0.18
    best: 0.17 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononDeepCAD
    Chamfer Distance· 2024-12-18
    0.83
    best: 0.76 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononDeepCAD
    IoU· 2024-12-18
    87.1
    best: 90.2 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononCC3D
    Chamfer Distance· 2024-12-18
    3.21
    best: 1.86 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononCC3D
    Chamfer Distance (median)· 2024-12-18
    0.54
    best: 0.47 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononCC3D
    IoU· 2024-12-18
    60.5
    best: 67.9 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononFusion 360 Gallery
    Chamfer Distance· 2024-12-18
    1.21
    best: 0.58 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononFusion 360 Gallery
    Chamfer Distance (median)· 2024-12-18
    0.19
    best: 0.17 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononFusion 360 Gallery
    IoU· 2024-12-18
    79.1
    best: 85 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononDeepCAD
    Camfer Distance (median)· 2024-12-18
    0.18
    best: 0.17 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononDeepCAD
    Chamfer Distance· 2024-12-18
    0.83
    best: 0.76 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononDeepCAD
    IoU· 2024-12-18
    87.1
    best: 90.2 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononCC3D
    Chamfer Distance· 2024-12-18
    3.21
    best: 1.86 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononCC3D
    Chamfer Distance (median)· 2024-12-18
    0.54
    best: 0.47 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononCC3D
    IoU· 2024-12-18
    60.5
    best: 67.9 (cadrille)
    SOTA
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononFusion 360 Gallery
    Invalid Ratio· 2024-12-18
    5
    best: 25.2 (DeepCAD)
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononDeepCAD
    Invalidi Ratio· 2024-12-18
    3.1
    best: 5 (CAD-SIGNet)
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • Object ReconstructiononCC3D
    Invalid Ratio· 2024-12-18
    9.8
    best: 15.5 (CAD-SIGNet)
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononFusion 360 Gallery
    Invalid Ratio· 2024-12-18
    5
    best: 25.2 (DeepCAD)
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononDeepCAD
    Invalidi Ratio· 2024-12-18
    3.1
    best: 5 (CAD-SIGNet)
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042
  • 3D Object ReconstructiononCC3D
    Invalid Ratio· 2024-12-18
    9.8
    best: 15.5 (CAD-SIGNet)
    CAD-Recode: Reverse Engineering CAD Code from Point CloudsarXiv:2412.14042