TOSCA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Correspondence Refinement | Tosca Michael | Recall55.95 | 12 | |
| 3D Correspondence Refinement | Tosca Cat | Recall56.93 | 12 | |
| Shape Matching | TOSCA | Geodesic Error0.094 | 10 | |
| Retrieval | TOSCA | mAP86.5 | 9 | |
| Inter-class shape matching | TOSCA (test) | Avg Geodesic Error0.23 | 7 | |
| 3D Shape Correspondence | TOSCA Cross-dataset | Accuracy39.5 | 7 | |
| Intrinsic symmetry detection | TOSCA (test) | Geodesic Error0.05 | 6 | |
| 3D Shape Correspondence | TOSCA Intra-dataset | Accuracy56.2 | 6 | |
| 3D shape matching | TOSCA | AUC96.7 | 6 | |
| 3D shape retrieval | TOSCA | mAP76.3 | 5 | |
| Point Cloud Correspondence | TOSCA | Accuracy38.2 | 5 | |
| Left/right classification | TOSCA | Accuracy (L/R)91.74 | 5 | |
| Shape Correspondence | TOSCA Animal Subsets | Accuracy31.59 | 5 | |
| Shape Correspondence | TOSCA | Accuracy65.1 | 5 | |
| Shape Correspondence | TOSCA (test) | Accuracy0.3325 | 4 | |
| Point Cloud Correspondence | TOSCA (test) | Accuracy- | 0 |
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