Point Cloud Denoising on MP3DObject target domain (Evaluation)
6.61Chamfer Distance (CD)Ours (SADG)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours (SADG)Setting=ICL+DG2026.03 | 6.61 | |
| DG-PICSetting=ICL+DG2026.03 | 10.4 | |
| Vanilla Mamba ICLSetting=ICL+DG2026.03 | 14.19 | |
| PointDGMambaSetting=DG2026.03 | 26.82 | |
| PointMambaSetting=General2026.03 | 27.08 | |
| Point-MAESetting=General2026.03 | 27.28 | |
| PCTSetting=General2026.03 | 28.74 | |
| PointMixupSetting=DG2026.03 | 30.99 | |
| PointCutMixSetting=DG2026.03 | 33.24 | |
| PICSetting=ICL2026.03 | 34.72 | |
| PointNetSetting=General2026.03 | 35.24 | |
| DGCNNSetting=General2026.03 | 38.1 |