SOTAVerified

Point Cloud Generation

Papers

Showing 3140 of 117 papers

TitleStatusHype
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and ClassificationCode1
Learning to Discretize Denoising Diffusion ODEsCode1
Attention-based Transformation from Latent Features to Point CloudsCode1
NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance FieldsCode1
Taming Transformers for Realistic Lidar Point Cloud GenerationCode1
Learning to Drop Points for LiDAR Scan SynthesisCode1
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD0
A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics0
Diffusion-based Molecule Generation with Informative Prior Bridges0
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion0
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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