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Models/TransCAD

TransCAD

Reported on 12 benchmarks across 2 tasks · 1 paper

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

Computer Vision12 results

Object ReconstructiononFusion 360 Gallery
Chamfer Distance· 2024-07-17
78.6
best: 0.58 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
Object ReconstructiononFusion 360 Gallery
Chamfer Distance (median)· 2024-07-17
33.4
best: 0.17 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
Object ReconstructiononFusion 360 Gallery
IoU· 2024-07-17
60.2
best: 85 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
Object ReconstructiononDeepCAD
Camfer Distance (median)· 2024-07-17
4.51
best: 0.17 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
Object ReconstructiononDeepCAD
Chamfer Distance· 2024-07-17
32.3
best: 0.76 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
Object ReconstructiononDeepCAD
IoU· 2024-07-17
65.5
best: 90.2 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
3D Object ReconstructiononFusion 360 Gallery
Chamfer Distance· 2024-07-17
78.6
best: 0.58 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
3D Object ReconstructiononFusion 360 Gallery
Chamfer Distance (median)· 2024-07-17
33.4
best: 0.17 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
3D Object ReconstructiononFusion 360 Gallery
IoU· 2024-07-17
60.2
best: 85 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
3D Object ReconstructiononDeepCAD
Camfer Distance (median)· 2024-07-17
4.51
best: 0.17 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
3D Object ReconstructiononDeepCAD
Chamfer Distance· 2024-07-17
32.3
best: 0.76 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702
3D Object ReconstructiononDeepCAD
IoU· 2024-07-17
65.5
best: 90.2 (cadrille)
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds arXiv:2407.12702