Point Cloud Reconstruction on ShapeNet target domain (evaluation)
7.64Chamfer Distance (CD)Ours (SADG)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours (SADG)Setting=ICL+DG2026.03 | 7.64 | |
| Vanilla Mamba ICLSetting=ICL+DG2026.03 | 7.98 | |
| DG-PICSetting=ICL+DG2026.03 | 8.02 | |
| PointDGMambaSetting=DG2026.03 | 14.56 | |
| PointMambaSetting=General2026.03 | 16.33 | |
| Point-MAESetting=General2026.03 | 16.82 | |
| PICSetting=ICL2026.03 | 17.96 | |
| PointMixupSetting=DG2026.03 | 18.01 | |
| PointCutMixSetting=DG2026.03 | 18.19 | |
| PCTSetting=General2026.03 | 18.39 | |
| PointNetSetting=General2026.03 | 19.84 | |
| DGCNNSetting=General2026.03 | 21.18 |