SetVAE

Reported on 6 benchmarks across 1 task · 1 paper · 1 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 Chair
MMD-CD· 2021-03-29
2.55
SOTA
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data arXiv:2103.15619
Point Cloud GenerationonShapeNet Car
1-NNA-CD· 2021-03-29
59.66
best: 62.63 (SoftPointFlow)
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data arXiv:2103.15619
Point Cloud GenerationonShapeNet Car
MMD-CD· 2021-03-29
0.88
best: 0.91 (PointFlow)
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data arXiv:2103.15619
Point Cloud GenerationonShapeNet Airplane
1-NNA-CD· 2021-03-29
75.31
best: 75.68 (PointFlow)
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data arXiv:2103.15619
Point Cloud GenerationonShapeNet Airplane
MMD-CD· 2021-03-29
0.199
best: 0.217 (PointFlow)
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data arXiv:2103.15619
Point Cloud GenerationonShapeNet Chair
1-NNA-CD· 2021-03-29
58.76
best: 60.88 (PointFlow)
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data arXiv:2103.15619