3D Object Recognition on Objaverse-LVIS
55.42AccuracyUni3D
Evaluation results
| Method | Links | |
|---|---|---|
| Uni3DBackbone=Uni3D, Number of points (pts)=100002026.03 | 55.42 | |
| Uni3D + Point-Cache (Hierarchical)Backbone=Uni3D, Cache Type=Hierarchical, Number of points (pts)=100002026.03 | 55.19 | |
| Uni3D + BayesMMBackbone=Uni3D, Cache Type=BayesMM, Number of points (pts)=100002026.03 | 53.63 | |
| Uni3D + Point-Cache (Global)Backbone=Uni3D, Cache Type=Global, Number of points (pts)=100002026.03 | 53.36 | |
| O-Shape + Point-Cache (Global)Backbone=O-Shape, Cache Type=Global, Number of points (pts)=100002026.03 | 47.03 | |
| O-ShapeBackbone=O-Shape, Number of points (pts)=100002026.03 | 46.78 | |
| O-Shape + Point-Cache (Hierarchical)Backbone=O-Shape, Cache Type=Hierarchical, Number of points (pts)=100002026.03 | 45.63 | |
| O-Shape + BayesMMBackbone=O-Shape, Cache Type=BayesMM, Number of points (pts)=100002026.03 | 43.93 | |
| ULIP-2 + BayesMMBackbone=ULIP-2, Cache Type=BayesMM, Number of points (pts)=100002026.03 | 32.76 | |
| ULIP-2 + Point-Cache (Global)Backbone=ULIP-2, Cache Type=Global, Number of points (pts)=100002026.03 | 32.65 | |
| ULIP-2 + Point-Cache (Hierarchical)Backbone=ULIP-2, Cache Type=Hierarchical, Number of points (pts)=100002026.03 | 32.36 | |
| ULIP-2Backbone=ULIP-2, Number of points (pts)=100002026.03 | 30.26 | |
| ULIP + BayesMMBackbone=ULIP, Cache Type=BayesMM, Number of points (pts)=100002026.03 | 7.79 | |
| ULIP + Point-Cache (Global)Backbone=ULIP, Cache Type=Global, Number of points (pts)=100002026.03 | 7.02 | |
| ULIP + Point-Cache (Hierarchical)Backbone=ULIP, Cache Type=Hierarchical, Number of points (pts)=100002026.03 | 7.02 | |
| ULIPBackbone=ULIP, Number of points (pts)=100002026.03 | 6.24 |