SOTAVerified

Point Cloud Generation

Papers

Showing 8190 of 117 papers

TitleStatusHype
RPG: Learning Recursive Point Cloud Generation0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation0
Select-and-Combine (SAC): A Novel Multi-Stereo Depth Fusion Algorithm for Point Cloud Generation via Efficient Local Markov Netlets0
Semantics-aware LiDAR-Only Pseudo Point Cloud Generation for 3D Object Detection0
SE-MD: A Single-encoder multiple-decoder deep network for point cloud generation from 2D images0
SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification0
Simultaneous Localization and Mapping Using Active mmWave Sensing in 5G NR0
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation0
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation0
StarNet: Style-Aware 3D Point Cloud Generation0
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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