SOTAVerified

Point Cloud Completion

Papers

Showing 161170 of 174 papers

TitleStatusHype
CarveNet: Carving Point-Block for Complex 3D Shape Completion0
Task-Aware Sampling Layer for Point-Wise Analysis0
View-Guided Point Cloud Completion0
RFNet: Recurrent Forward Network for Dense Point Cloud Completion0
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection0
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations0
Point Cloud Completion by Learning Shape PriorsCode0
Point Cloud Completion by Skip-attention Network with Hierarchical Folding0
3dDepthNet: Point Cloud Guided Depth Completion Network for Sparse Depth and Single Color Image0
TopNet: Structural Point Cloud DecoderCode0
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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