SOTAVerified

Point Cloud Generation

Papers

Showing 8190 of 117 papers

TitleStatusHype
3D Reconstruction through Fusion of Cross-View Images0
Learning Progressive Point Embeddings for 3D Point Cloud Generation0
SE-MD: A Single-encoder multiple-decoder deep network for point cloud generation from 2D images0
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction0
RPG: Learning Recursive Point Cloud Generation0
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured DataCode1
Diffusion Probabilistic Models for 3D Point Cloud GenerationCode1
Learning to Drop Points for LiDAR Scan SynthesisCode1
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projections MatchingCode1
A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics0
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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