SOTAVerified

Point Cloud Generation

Papers

Showing 101117 of 117 papers

TitleStatusHype
A Lennard-Jones Layer for Distribution Normalization0
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation0
3D Point Cloud Generation via Autoregressive Up-sampling0
StarNet: Style-Aware 3D Point Cloud Generation0
Synthetic Point Cloud Generation for Class Segmentation Applications0
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets0
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer0
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer0
Generate Point Clouds with Multiscale Details from Graph-Represented Structures0
General Point Model with Autoencoding and Autoregressive0
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones0
Getting Topology and Point Cloud Generation to Mesh0
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction0
Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation0
Adaptive Navigation Scheme for Optimal Deep-Sea Localization Using Multimodal Perception Cues0
Learning geometry-image representation for 3D point cloud generation0
FullFormer: Generating Shapes Inside Shapes0
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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