SOTAVerified

Point Cloud Completion

Papers

Showing 2650 of 174 papers

TitleStatusHype
Learning 3D Representations from Procedural 3D Programs0
SPAC-Net: Rethinking Point Cloud Completion with Structural PriorCode0
PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose ClothingCode1
Enhancing Performance of Point Cloud Completion Networks with Consistency LossCode0
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport0
Sparse-to-Dense LiDAR Point Generation by LiDAR-Camera Fusion for 3D Object Detection0
RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models0
CF-PRNet: Coarse-to-Fine Prototype Refining Network for Point Cloud Completion and ReconstructionCode0
Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer DistanceCode0
Diffusion-Occ: 3D Point Cloud Completion via Occupancy Diffusion0
GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated TransformerCode1
Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion ModelsCode2
Self-supervised 3D Point Cloud Completion via Multi-view Adversarial LearningCode0
DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion0
T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation StrategyCode0
Explicitly Guided Information Interaction Network for Cross-modal Point Cloud CompletionCode2
DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer0
Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs0
ImgAdaPoinTr: Improving Point Cloud Completion via Images and SegmentationCode0
Building-PCC: Building Point Cloud Completion BenchmarksCode1
GPN: Generative Point-based NeRFCode0
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion0
ComPC: Completing a 3D Point Cloud with 2D Diffusion PriorsCode1
3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data0
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution TransformersCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TestNetChamfer Distance100Unverified
2MSNChamfer Distance9.97Unverified
3PCNChamfer Distance9.64Unverified
4GRNetChamfer Distance8.81Unverified
5SnowFlakeNetChamfer Distance7.21Unverified
6GTNetChamfer Distance7.15Unverified
7PSCUChamfer Distance7.04Unverified
8AdaPoinTrChamfer Distance6.53Unverified
9ODGNetChamfer Distance6.5Unverified
10SpareNetEarth Mover's Distance1.86Unverified
#ModelMetricClaimedVerifiedStatus
1ViPCChamfer Distance3.31Unverified
2CSDNChamfer Distance2.57Unverified
3XMFNetChamfer Distance1.44Unverified