SOTAVerified

Point Cloud Completion

Papers

Showing 5160 of 174 papers

TitleStatusHype
Self-Supervised Point Cloud Completion via InpaintingCode1
Voxel-based Network for Shape Completion by Leveraging Edge GenerationCode1
PoinTr: Diverse Point Cloud Completion with Geometry-Aware TransformersCode1
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-TransformerCode1
Variational Relational Point Completion NetworkCode1
ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point CompletionCode1
Denoise and Contrast for Category Agnostic Shape CompletionCode1
Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region CodingCode1
Style-based Point Generator with Adversarial Rendering for Point Cloud CompletionCode1
HyperPocket: Generative Point Cloud CompletionCode1
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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