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3D Object Reconstruction
3D Object Reconstruction On Data3Dr2N2
3D Object Reconstruction On Data3Dr2N2
평가 지표
Avg F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
Avg F1
Paper Title
Repository
3D-R2N2
39.01
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
Pixel2Mesh
59.72
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images
Matryoshka Networks
-
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
3D-R2N2
-
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
Pix2Vox++/A
-
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images
PSGN
-
A Point Set Generation Network for 3D Object Reconstruction from a Single Image
N3MR
33.80
Neural 3D Mesh Renderer
Pix2Vox-A
-
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
MVD
66.39
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation
PSGN
48.58
A Point Set Generation Network for 3D Object Reconstruction from a Single Image
Pix2Vox-F
-
Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images
UMIFormer
-
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction
Pix2Vox++/F
-
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images
GEOMetrics
67.37
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects
LRGT
-
Long-Range Grouping Transformer for Multi-View 3D Reconstruction
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