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SOTA 3D Mesh Reconstruction benchmarks and papers with code | Wizwand
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3D Mesh Reconstruction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Artistic meshes
LATO
Chamfer Distance (L2)
0.04
10
1mo ago
TUM RGBD 35 (test)
NeuralRecon
Precision
49.4
9
1mo ago
HO3D v3
MaskHand
PA-MPJPE
7
9
1mo ago
Tanks & Temples 18 (test)
VFM-Recon
Precision
68.6
6
1mo ago
ShapeNet (test)
H2SW
JWD (Epoch 500)
135.47
6
1mo ago
BUFF (rough A-pose)
BCNet
Upper Error
1.07
5
1mo ago
Placenta MRI Dataset
Neural Diffeomorphic Flow
FlipRate
4.04
4
1mo ago
Manifold40 (test)
MeshConv3D-based autoencoder
Chamfer Distance (CD)
0.004
4
1mo ago
SHREC11 (test)
MeshConv3D-based autoencoder
Chamfer Distance (CD)
0.003
4
1mo ago
Oxford Spires
Scan2USD
Accuracy (cm)
14.54
3
5d ago
Dense meshes
MeshGPT
Chamfer Distance (L2)
0.042
3
1mo ago
NoW (Selfie)
MICA
Reconstruction Loss
1.1238
3
1mo ago
NoW (Neutral)
MICA
Reconstruction Loss
1.1162
3
1mo ago
CAPE entire (test)
SCALE
Chamfer-L2
0.93
3
1mo ago
Digital Wardrobe
BCNet
Upper Component Error
1.44
3
1mo ago
ShapeNet Best subset (test)
Mesh R-CNN
Chamfer Distance
0.135
3
1mo ago
Heptoroid high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.0062
2
1mo ago
Sorter high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Dist
0.0032
2
1mo ago
Botijo high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.003
2
1mo ago
Elephant high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.002
2
1mo ago
Birthday high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.0008
2
1mo ago
Pretzel high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.0043
2
1mo ago
Amphora high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.0021
2
1mo ago
Kitten high-genus mesh (test)
Collaborative Inverse Rendering with Persistent Homology Priors
Chamfer Distance
0.002
2
1mo ago
ShapeNet Pretty (test)
Mesh R-CNN
Chamfer Distance
0.18
2
1mo ago
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