SOTAVerified

Point Cloud Generation

Papers

Showing 91100 of 117 papers

TitleStatusHype
ChartPointFlow for Topology-Aware 3D Point Cloud Generation0
Learning geometry-image representation for 3D point cloud generation0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds0
Learning Gradient Fields for Shape GenerationCode1
Discrete Point Flow Networks for Efficient Point Cloud GenerationCode1
Progressive Point Cloud Deconvolution Generation NetworkCode1
Conditional Set Generation with TransformersCode0
SoftFlow: Probabilistic Framework for Normalizing Flow on ManifoldsCode1
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and ClassificationCode1
Energy-Based Processes for Exchangeable Data0
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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