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Models/DeepCAD

DeepCAD

Reported on 16 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Computer Vision16 results

Object ReconstructiononFusion 360 Gallery
Chamfer Distance· 2021-05-20
330
best: 0.58 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononFusion 360 Gallery
Chamfer Distance (median)· 2021-05-20
89.2
best: 0.17 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononFusion 360 Gallery
Invalid Ratio· 2021-05-20
25.2
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononFusion 360 Gallery
IoU· 2021-05-20
39.9
best: 85 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononDeepCAD
Camfer Distance (median)· 2021-05-20
9.64
best: 0.17 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononDeepCAD
Chamfer Distance· 2021-05-20
42.5
best: 0.76 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononDeepCAD
IoU· 2021-05-20
46.7
best: 90.2 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
Object ReconstructiononCC3D
Chamfer Distance (median)· 2021-05-20
263
best: 0.47 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononFusion 360 Gallery
Chamfer Distance· 2021-05-20
330
best: 0.58 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononFusion 360 Gallery
Chamfer Distance (median)· 2021-05-20
89.2
best: 0.17 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononFusion 360 Gallery
Invalid Ratio· 2021-05-20
25.2
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononFusion 360 Gallery
IoU· 2021-05-20
39.9
best: 85 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononDeepCAD
Camfer Distance (median)· 2021-05-20
9.64
best: 0.17 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononDeepCAD
Chamfer Distance· 2021-05-20
42.5
best: 0.76 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononDeepCAD
IoU· 2021-05-20
46.7
best: 90.2 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492
3D Object ReconstructiononCC3D
Chamfer Distance (median)· 2021-05-20
263
best: 0.47 (cadrille)
SOTA
DeepCAD: A Deep Generative Network for Computer-Aided Design Models arXiv:2105.09492