SOTAVerified

Point Cloud Generation

Papers

Showing 6170 of 117 papers

TitleStatusHype
Effect of Fog Particle Size Distribution on 3D Object Detection Under Adverse Weather Conditions0
Learning Progressive Point Embeddings for 3D Point Cloud Generation0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion0
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation0
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions0
Exploiting Topological Priors for Boosting Point Cloud Generation0
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint0
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space0
Energy-Based Processes for Exchangeable Data0
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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