3D Point Cloud Reconstruction on ShapeNet (test)
2.4L1 DistancePCT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PCTLearning Paradigm=Task-specific, Venue=CVM'212023.06 | 2.4 | 2.4 | 2.5 | 2.6 | 3 | 2.6 | |
| ACTLearning Paradigm=Task-specific, Venue=ICLR'212023.06 | 2.4 | 2.5 | 2.3 | 2.5 | 2.8 | 2.5 | |
| PIC-CatLearning Paradigm=In-context2023.06 | 3.2 | 3.6 | 4.6 | 4.9 | 5.5 | 4.3 | |
| PointNetLearning Paradigm=Task-specific, Venue=CVPR'172023.06 | 3.7 | 3.7 | 3.8 | 3.9 | 4.1 | 3.9 | |
| DGCNNLearning Paradigm=Task-specific, Venue=TOG'192023.06 | 3.9 | 3.9 | 4 | 4.1 | 4.3 | 4 | |
| PIC-SepLearning Paradigm=In-context2023.06 | 4.7 | 4.3 | 4.3 | 4.4 | 5.7 | 4.7 | |
| Point-MAELearning Paradigm=Multitask, Venue=ECCV'222023.06 | 5.5 | 5.5 | 6.1 | 6.4 | 6.4 | 6 | |
| ACTLearning Paradigm=Multitask, Venue=ICLR'232023.06 | 7.4 | 6.6 | 6.5 | 6.6 | 7 | 6.8 | |
| ReConLearning Paradigm=Multitask, Venue=ICML 232023.06 | 12.4 | 12.1 | 12.4 | 12.5 | 13.1 | 12.5 | |
| I2P-MAELearning Paradigm=Multitask, Venue=CVPR 232023.06 | 17 | 16 | 16.7 | 17.2 | 18.5 | 17.2 | |
| PCTLearning Paradigm=Multitask, Venue=CVM'212023.06 | 34.7 | 44.1 | 49.9 | 50 | 52.3 | 46.2 | |
| DGCNNLearning Paradigm=Multitask, Venue=TOG'192023.06 | 38.8 | 36.6 | 37.5 | 37.9 | 42.9 | 37.7 | |
| PointNetLearning Paradigm=Multitask, Venue=CVPR'172023.06 | 87.2 | 86.6 | 87.3 | 90.8 | 92.2 | 88.8 | |
| CopyLearning Paradigm=In-context2023.06 | 155 | 153 | 152 | 156 | 155 | 154 | |
| Point-BERTLearning Paradigm=In-context, Venue=CVPR'222023.06 | 288 | 285 | 292 | 286 | 308 | 292 |