PointFlow

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Point Cloud GenerationonShapeNet Car
1-NNA-CD· 2019-06-28
60.65
best: 62.63 (SoftPointFlow)
SOTA
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows arXiv:1906.12320
Point Cloud GenerationonShapeNet Car
MMD-CD· 2019-06-28
0.91
SOTA
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows arXiv:1906.12320
Point Cloud GenerationonShapeNet Airplane
1-NNA-CD· 2019-06-28
75.68
SOTA
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows arXiv:1906.12320
Point Cloud GenerationonShapeNet Airplane
MMD-CD· 2019-06-28
0.217
SOTA
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows arXiv:1906.12320
Point Cloud GenerationonShapeNet Chair
1-NNA-CD· 2019-06-28
60.88
SOTA
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows arXiv:1906.12320
Point Cloud GenerationonShapeNet Chair
MMD-CD· 2019-06-28
2.42
best: 2.55 (SetVAE)
SOTA
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows arXiv:1906.12320