paper-with-me

Point Cloud Completion 벤치마크

Point Cloud Completion on Completion3D

14개 결과 · ⬇ CSV · JSON

Chamfer Distance

6.74 9.61 12.48 15.35 18.22 2018-02 2026-11 AtlasNet — 17.77 (2018-02-15) AtlasNet — 17.77 (2018-02-15) PCN — 18.22 (2018-08-02) PCN — 18.22 (2018-08-02) TopNet — 14.25 (2019-06-01) TopNet — 14.25 (2019-06-01) GRNet — 10.64 (2020-06-06) GRNet — 10.64 (2020-06-06) VRCNet — 8.12 (2021-04-20) VRCNet — 8.12 (2021-04-20) PMP-Net++ — 7.97 (2022-02-19) PMP-Net++ — 7.97 (2022-02-19) SeedFormer — 6.74 (2022-07-21) SeedFormer — 6.74 (2022-07-21) AtlasNet — 17.77 (2018-02-15) PCN — 18.22 (2018-08-02)
RankModel Chamfer Distance PaperCodeYear
1 TopNet 14.25(?) TopNet: Structural Point Cloud Decoder lynetcha/completion3d 2019
2 PCN 18.22(?) PCN: Point Completion Network vinits5/learning3d · wentaoyuan/pcn · qinglew/PCN-PyTorch · +2 2018
3 GRNet 10.64(CD-L2) GRNet: Gridding Residual Network for Dense Point Cloud Completion hzxie/GRNet 2020
4 AtlasNet 17.77(?) AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ThibaultGROUEIX/AtlasNet · MChaus/NeoRender_test_task · gmum/LoCondA 2018
5 VRCNet 8.12(CD-L2) Variational Relational Point Completion Network paul007pl/VRCNet 2021
6 PMP-Net++ 7.97(CD-L2) PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths diviswen/PMP-Net 2022
7 SeedFormer 6.74(PCN dataset) SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer hrzhou2/seedformer 2022
8 TopNet 14.25(?) TopNet: Structural Point Cloud Decoder lynetcha/completion3d 2019
9 PCN 18.22(?) PCN: Point Completion Network vinits5/learning3d · wentaoyuan/pcn · qinglew/PCN-PyTorch · +2 2018
10 GRNet 10.64(CD-L2) GRNet: Gridding Residual Network for Dense Point Cloud Completion hzxie/GRNet 2020
11 AtlasNet 17.77(?) AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ThibaultGROUEIX/AtlasNet · MChaus/NeoRender_test_task · gmum/LoCondA 2018
12 VRCNet 8.12(CD-L2) Variational Relational Point Completion Network paul007pl/VRCNet 2021
13 PMP-Net++ 7.97(CD-L2) PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths diviswen/PMP-Net 2022
14 SeedFormer 6.74(PCN dataset) SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer hrzhou2/seedformer 2022
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