SOTAVerified

Point Cloud Generation

Papers

Showing 6170 of 117 papers

TitleStatusHype
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
LION: Latent Point Diffusion Models for 3D Shape GenerationCode2
Flow-based GAN for 3D Point Cloud Generation from a Single ImageCode0
Learning to Generate Realistic LiDAR Point CloudsCode1
Diffusion-based Molecule Generation with Informative Prior Bridges0
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm0
Synthetic Point Cloud Generation for Class Segmentation Applications0
A Novel Intrinsic Image Decomposition Method to Recover Albedo for Aerial Images in Photogrammetry Processing0
Autoregressive 3D Shape Generation via Canonical MappingCode1
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud GenerationCode1
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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