SOTAVerified

Point Cloud Generation

Papers

Showing 8190 of 117 papers

TitleStatusHype
DiffFacto: Controllable Part-Based 3D Point Cloud Generation with Cross Diffusion0
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm0
Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces0
CNN-based synthesis of realistic high-resolution LiDAR data0
ChartPointFlow for Topology-Aware 3D Point Cloud Generation0
PTA-Det: Point Transformer Associating Point cloud and Image for 3D Object Detection0
RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles0
A Point Cloud Generative Model Based on Nonequilibrium Thermodynamics0
Deformable 3D Shape Diffusion Model0
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