SOTAVerified

Point Cloud Generation

Papers

Showing 1120 of 117 papers

TitleStatusHype
ObitoNet: Multimodal High-Resolution Point Cloud ReconstructionCode0
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose ClothingCode1
Parameterize Structure with Differentiable Template for 3D Shape Generation0
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones0
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions0
Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion ModelsCode2
Effect of Fog Particle Size Distribution on 3D Object Detection Under Adverse Weather Conditions0
Deformable 3D Shape Diffusion Model0
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer0
RGB2Point: 3D Point Cloud Generation from Single RGB Images0
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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