ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet (test)
135.47JWD (Epoch 500)
6
ShapeNet Chairs
65.35COV (CD)
6
ShapeNet Multi Class
1.3MMD
6
ShapeNet Table v2 (test)
45.68COV
6
ShapeNet Chair v2 (test)
43.28COV
6
ShapeNet watertight shapes, novel classes
0.144CD
6
ShapeNet watertight shapes base classes
0.091CD
6
ShapeNet v1 (test)
0.054UHD
6
Projected-ShapeNet-34 unseen categories
11.37CDp34
6
Projected-ShapeNet-55
9.58CDp55
6
Projected-ShapeNet-55 (test)
8.81Table CD
6
ShapeNet
4.2Chamfer Distance
6
ShapeNet Chair
4.58CD
6
ShapeNet Car
4.68CD
6
ShapeNet Airplane
1.51CD
6
ShapeNet Unseen Categories (test)
69.4Bus Score
6
ShapeNet Seen Categories (test)
82.7Airplane Accuracy
6
ShapeNet Chair, individually normalized PointFlow splits (test)
88.371-NNA (CD)
6
ShapeNet 15-shot
14.377Angular Error
6
ShapeNet 10-shot
16.121Angular Error
6
ShapeNet multi-class (test)
91IoU
6
ShapeNet (mean)
0.081Chamfer Distance
6
ShapeNet watercraft
0.042Chamfer Distance
6
ShapeNet telephone
0.01Chamfer Distance
6
ShapeNet (speaker)
0.044Chamfer Distance
6