SOTAVerified

Point Cloud Generation

Papers

Showing 111117 of 117 papers

TitleStatusHype
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph ConvolutionsCode0
Learning Localized Generative Models for 3D Point Clouds via Graph ConvolutionCode0
Deep Generative Modeling of LiDAR DataCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
PointGrow: Autoregressively Learned Point Cloud Generation with Self-AttentionCode0
RealPoint3D: Point Cloud Generation from a Single Image with Complex BackgroundCode0
Learning Efficient Point Cloud Generation for Dense 3D Object ReconstructionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PointFlow1-NNA-CD75.68Unverified
2SetVAE1-NNA-CD75.31Unverified
3SoftPointFlow1-NNA-CD70.92Unverified
4DiT-3D1-NNA-CD62.35Unverified
5LION1-NNA-CD53.47Unverified
#ModelMetricClaimedVerifiedStatus
1SoftPointFlow1-NNA-CD62.63Unverified
2PointFlow1-NNA-CD60.65Unverified
3SetVAE1-NNA-CD59.66Unverified
4LION1-NNA-CD54.81Unverified
5DiT-3D1-NNA-CD51.04Unverified
#ModelMetricClaimedVerifiedStatus
1PointFlow1-NNA-CD60.88Unverified
2SoftPointFlow1-NNA-CD59.95Unverified
3SetVAE1-NNA-CD58.76Unverified
4LION1-NNA-CD52.07Unverified
5DiT-3D1-NNA-CD51.99Unverified
#ModelMetricClaimedVerifiedStatus
1LION1-NNA-CD51.85Unverified
2DiT-3DCD50.72Unverified