SOTAVerified

Point Cloud Generation

Papers

Showing 7180 of 117 papers

TitleStatusHype
Convolutional Neural Network-based Efficient Dense Point Cloud Generation using Unsigned Distance FieldsCode0
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation0
Point Cloud Generation with Continuous Conditioning0
Generate Point Clouds with Multiscale Details from Graph-Represented Structures0
Attention-based Transformation from Latent Features to Point CloudsCode1
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud CompletionCode1
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation0
Flow Plugin Network for conditional generationCode0
PoinTr: Diverse Point Cloud Completion with Geometry-Aware TransformersCode1
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection MatchingCode1
Show:102550
← PrevPage 8 of 12Next →

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