SOTAVerified

Point Cloud Generation

Papers

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Showing 51–75 of 117 papers

TitleStatusHype
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion—0
Diffusion-based Molecule Generation with Informative Prior Bridges—0
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD—0
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation—0
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint—0
Exploiting Topological Priors for Boosting Point Cloud Generation—0
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions—0
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation—0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion—0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation—0
FullFormer: Generating Shapes Inside Shapes—0
General Point Model with Autoencoding and Autoregressive—0
Generate Point Clouds with Multiscale Details from Graph-Represented Structures—0
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer—0
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones—0
Getting Topology and Point Cloud Generation to Mesh—0
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction—0
Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation—0
Learning geometry-image representation for 3D point cloud generation—0
Learning Progressive Point Embeddings for 3D Point Cloud Generation—0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space—0
Deformable 3D Shape Diffusion Model—0
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization—0
Parameterize Structure with Differentiable Template for 3D Shape Generation—0
Point Cloud Generation with Continuous Conditioning—0
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Benchmark Results

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