SOTAVerified

Point Cloud Generation

Papers

Showing 101117 of 117 papers

TitleStatusHype
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
Getting Topology and Point Cloud Generation to Mesh0
Spectral-GANs for High-Resolution 3D Point-cloud GenerationCode0
Conditional Invertible Flow for Point Cloud GenerationCode0
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD0
CNN-based synthesis of realistic high-resolution LiDAR data0
PointFlow: 3D Point Cloud Generation with Continuous Normalizing FlowsCode2
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization0
Adaptive Navigation Scheme for Optimal Deep-Sea Localization Using Multimodal Perception Cues0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph ConvolutionsCode0
Learning Localized Generative Models for 3D Point Clouds via Graph ConvolutionCode0
Deep Generative Modeling of LiDAR DataCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
PointGrow: Autoregressively Learned Point Cloud Generation with Self-AttentionCode0
RealPoint3D: Point Cloud Generation from a Single Image with Complex BackgroundCode0
Learning Efficient Point Cloud Generation for Dense 3D Object ReconstructionCode0
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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