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Point cloud reconstruction on ShapeNetCore13 v1 (test)

0.85Chamfer Distance (CD)Oracle
0.81961.02481.231.4352Dec 9, 2021

Evaluation results

MethodLinks
Oraclesampling=random samples from ground truth shape2021.120.85
PSG-Netnumber of patches=12021.121.39
3D-PointCapsNetnumber of patches=322021.121.46
AtlasNet-125number of patches=1252021.121.51
Points baselinearchitecture=network of MLPs2021.121.61