3D Point Cloud Denoising on ShapeNet (test)
2.2L1 ErrorACT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACTLearning Paradigm=Task-specific, Venue=ICLR'212023.06 | 2.2 | 2.3 | 2.2 | 2.3 | 2.5 | 2.3 | |
| PCTLearning Paradigm=Task-specific, Venue=CVM'212023.06 | 2.3 | 2.2 | 2.2 | 2.2 | 2.3 | 2.2 | |
| PIC-CatLearning Paradigm=In-context2023.06 | 3.9 | 4.6 | 5.3 | 6 | 6.8 | 5.3 | |
| PointNetLearning Paradigm=Task-specific, Venue=CVPR'172023.06 | 4.1 | 4 | 4.1 | 4 | 4.2 | 4.1 | |
| DGCNNLearning Paradigm=Task-specific, Venue=TOG'192023.06 | 4.7 | 4.5 | 4.6 | 4.5 | 4.7 | 4.6 | |
| Point-MAELearning Paradigm=Multitask, Venue=ECCV'222023.06 | 5.6 | 5.4 | 5.6 | 5.5 | 5.8 | 5.6 | |
| PIC-SepLearning Paradigm=In-context2023.06 | 6.3 | 7.2 | 7.9 | 8.2 | 8.6 | 7.6 | |
| DGCNNLearning Paradigm=Multitask, Venue=TOG'192023.06 | 6.5 | 6.3 | 6.5 | 6.4 | 7.1 | 6.5 | |
| ACTLearning Paradigm=Multitask, Venue=ICLR'232023.06 | 7.3 | 6.8 | 7 | 6.8 | 7.2 | 7 | |
| PCTLearning Paradigm=Multitask, Venue=CVM'212023.06 | 11.2 | 10.3 | 10.7 | 10.2 | 10.5 | 10.6 | |
| PointNetLearning Paradigm=Multitask, Venue=CVPR'172023.06 | 17.8 | 22 | 25.6 | 30.4 | 33.2 | 25.8 | |
| ReConLearning Paradigm=Multitask, Venue=ICML 232023.06 | 20.4 | 24.5 | 27.2 | 29.2 | 32.5 | 26.9 | |
| I2P-MAELearning Paradigm=Multitask, Venue=CVPR 232023.06 | 20.6 | 20.4 | 20.1 | 18.3 | 18.8 | 19.6 | |
| CopyLearning Paradigm=In-context2023.06 | 149 | 155 | 157 | 155 | 155 | 154 | |
| Point-BERTLearning Paradigm=In-context, Venue=CVPR'222023.06 | 292 | 293 | 298 | 296 | 299 | 296 |