SOTAVerified

Point Cloud Generation

Papers

Showing 5175 of 117 papers

TitleStatusHype
Learning Efficient Point Cloud Generation for Dense 3D Object ReconstructionCode0
Learning Localized Generative Models for 3D Point Clouds via Graph ConvolutionCode0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
ObitoNet: Multimodal High-Resolution Point Cloud ReconstructionCode0
Patch-Wise Point Cloud Generation: A Divide-and-Conquer ApproachCode0
PointGrow: Autoregressively Learned Point Cloud Generation with Self-AttentionCode0
Spectral-GANs for High-Resolution 3D Point-cloud GenerationCode0
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised ReconstructionCode0
Effect of Fog Particle Size Distribution on 3D Object Detection Under Adverse Weather Conditions0
Learning Progressive Point Embeddings for 3D Point Cloud Generation0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation0
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion0
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation0
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions0
Exploiting Topological Priors for Boosting Point Cloud Generation0
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space0
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint0
WonderJourney: Going from Anywhere to Everywhere0
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds0
NeRF2Points: Large-Scale Point Cloud Generation From Street Views' Radiance Field Optimization0
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD0
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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