3D Point Cloud Registration on ShapeNet (test)
5.1L1 Distance ErrorACT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACTLearning Paradigm=Task-specific, Venue=ICLR'212023.06 | 5.1 | 5.6 | 5.9 | 6 | 7 | 5.9 | |
| PointNetLearning Paradigm=Task-specific, Venue=CVPR'172023.06 | 5.3 | 5.9 | 6.9 | 7.7 | 8.5 | 6.9 | |
| PCTLearning Paradigm=Task-specific, Venue=CVM'212023.06 | 5.3 | 5.7 | 6.3 | 6.9 | 7.2 | 6.3 | |
| DGCNNLearning Paradigm=Task-specific, Venue=TOG'192023.06 | 6.2 | 6.7 | 7.3 | 7.4 | 7.7 | 7.1 | |
| PIC-SepLearning Paradigm=In-context2023.06 | 8.6 | 9.2 | 10.2 | 11.3 | 12.4 | 10.3 | |
| PIC-CatLearning Paradigm=In-context2023.06 | 10 | 11.4 | 13.8 | 16.9 | 18.6 | 14.1 | |
| Point-MAELearning Paradigm=Multitask, Venue=ECCV'222023.06 | 11.4 | 12.8 | 14.8 | 16 | 16.9 | 14.5 | |
| ACTLearning Paradigm=Multitask, Venue=ICLR'232023.06 | 12.2 | 14.4 | 19.4 | 25.5 | 29 | 20.1 | |
| DGCNNLearning Paradigm=Multitask, Venue=TOG'192023.06 | 12.5 | 14.9 | 17.9 | 19.7 | 20.7 | 17.1 | |
| ReConLearning Paradigm=Multitask, Venue=ICML 232023.06 | 14.7 | 16.3 | 19.2 | 21.5 | 22.5 | 18.8 | |
| PCTLearning Paradigm=Multitask, Venue=CVM'212023.06 | 24.4 | 26 | 29.6 | 32.8 | 34.7 | 29.5 | |
| PointNetLearning Paradigm=Multitask, Venue=CVPR'172023.06 | 25.4 | 22.6 | 24.9 | 25.7 | 26.9 | 25.1 | |
| I2P-MAELearning Paradigm=Multitask, Venue=CVPR 232023.06 | 32.5 | 31.3 | 31.1 | 31.6 | 31.2 | 31.5 | |
| CopyLearning Paradigm=In-context2023.06 | 155 | 157 | 156 | 148 | 154 | 154 | |
| Point-BERTLearning Paradigm=In-context, Venue=CVPR'222023.06 | 291 | 295 | 294 | 295 | 298 | 294 |