Table 3 Error statistics for different networks on the ShapeNet dataset38.

From: A coarse-to-fine point completion network with details compensation and structure enhancement

Error type

Point cloud models

PCN11

FoldingNet12

Atlas14

CRN15

Coarse stage

Fine stage

CD

Airplane

0.01847

0.01818

0.01824

0.01417

0.01380

0.01104

Car

0.04004

0.03867

0.03833

0.03543

0.03524

0.02728

Lamp

0.03337

0.03450

0.02997

0.02951

0.02662

0.02206

Sofa

0.06361

0.05648

0.05302

0.05326

0.05253

0.04040

EMD

Airplane

0.04043

0.02946

0.07114

0.08317

0.03239

0.03779

Car

0.05779

0.05351

0.12337

0.13157

0.04623

0.04120

Lamp

0.04666

0.04004

0.15360

0.14627

0.04620

0.03894

Sofa

0.07455

0.07207

0.22130

0.14742

0.07076

0.06655

  1. \(^{*}\)Boldface indicates the best value for each evaluation, while the underline indicates the second best.