SOTAVerified

Point Cloud Generation

Papers

Showing 2130 of 117 papers

TitleStatusHype
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space0
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiTCode7
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point CloudsCode1
Learning to Discretize Denoising Diffusion ODEsCode1
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer0
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets0
Taming Transformers for Realistic Lidar Point Cloud GenerationCode1
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization0
LidarDM: Generative LiDAR Simulation in a Generated WorldCode2
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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