ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet sofa
0.036Chamfer Distance
6
ShapeNet rifle
0.007Chamfer Distance
6
ShapeNet lamp
0.327Chamfer Distance
6
ShapeNet (display)
0.019Chamfer Distance
6
ShapeNet chair
0.035Chamfer Distance
6
ShapeNet car
0.088Chamfer Distance
6
ShapeNet cabinet
0.051Chamfer Distance
6
ShapeNet (bench)
0.017Chamfer Distance
6
ShapeNet airplane
0.011Chamfer Distance
6
ShapeNet-Part (test)
10.003CD (Airplane)
6
ShapeNet Part Airplane
0.032EMD (per point)
6
ShapeNet-part without normals
86.1mIoU
6
ShapeNet (test)
9.1Chamfer Distance
6
ShapeNet (test)
1.346L1 Point Loss
5
ShapeNet-Sketch v1 (test)
1.65EMD (Chair)
5
ShapeNet R2N2
59.1F-Score @ 1% (Airplane)
5
ShapeNet
2.45RRE (Airplane)
5
ShapeNet
4.974r-FID
5
ShapeNet-Part
36.16mIoU (Canonical, Part of Obj.)
5
ShapeNet
0.298CD
5
ShapeNet-34
20F1 Score
5
ShapeNet Objective Set 2
0.95Spearman (az)
5
ShapeNet Objective Set 1
0.95Spearman (az)
5
ShapeNet Chair (test)
0.98CD
5
ShapeNet Chair (test)
0.086FPD
5