OpenCodePapers
point-cloud-completion-on-shapenet
Point Cloud Completion
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Paper
Code
Chamfer Distance
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F-Score@1%
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Earth Mover's Distance
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Frechet Point cloud Distance
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Chamfer Distance L2
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ModelName
ReleaseDate
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Orthogonal Dictionary Guided Shape Completion Network for Point Cloud
✓ Link
6.50
0.833
ODGNet
2023-03-24
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers
✓ Link
6.53
0.845
AdaPoinTr
2023-01-11
Parametric Surface Constrained Upsampler Network for Point Cloud
✓ Link
7.04
PSCU
2023-03-14
Learning Geometric Transformation for Point Cloud Completion
✓ Link
7.15
GTNet
2023-06-08
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer
✓ Link
7.21
SnowFlakeNet
2022-02-18
GRNet: Gridding Residual Network for Dense Point Cloud Completion
✓ Link
8.81
0.708
2.723
GRNet
2020-06-06
PCN: Point Completion Network
✓ Link
9.636
0.695
4.016
PCN
2018-08-02
Morphing and Sampling Network for Dense Point Cloud Completion
✓ Link
9.969
0.705
4.758
MSN
2019-11-30
Pointer Networks
✓ Link
100
TestNet
2015-06-09
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers
✓ Link
0.748
8.38
PoinTr
2021-08-19
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
✓ Link
1.862
0.645
SpareNet
2021-03-03