SCAPE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Shape Matching | SCAPE Anisotropic (S_a) | Mean Geodesic Error (x100)1.7 | 66 | |
| Shape Correspondence | SCAPE (test) | Shape Correspondence Error0.018 | 54 | |
| Shape Matching | SCAPE remeshed (test) | Mean Geodesic Error (x100)1.9 | 46 | |
| Near-isometric shape matching | SCAPE (test) | Mean Geodesic Error0.017 | 42 | |
| 3D Shape Matching | SCAPE S | Mean Geodesic Error (x100)1.8 | 35 | |
| 3D shape matching | SCAPE original (test) | Mean Geodesic Error (×100)1.8 | 34 | |
| Shape Matching | SCAPE | Mean Geodesic Error1.8 | 31 | |
| Non-rigid shape matching | SCAPE | Mean Geodesic Error0.018 | 28 | |
| Near-isometric point cloud matching | SCAPE_r remeshed (test) | Mean Geodesic Error0.073 | 25 | |
| Point Cloud Matching | SCAPE_r | Mean Geodesic Error4.1 | 23 | |
| Multi-modal Shape Matching | SCAPE (test) | Mean Geodesic Error (Triangle Meshes)0.023 | 18 | |
| Near-Isometric Shape Matching | SCAPE (final 20 shapes) | Pointwise Geodesic Error2.5 | 16 | |
| Partial shape matching | SCAPE (S-PV) | Mean Geodesic Error (x100)2.33 | 14 | |
| Shape correspondence estimation | SCAPE | Geodesic Error (x100)1.8 | 14 | |
| Shape Correspondence | SCAPE | Mean Geodesic Error2.1 | 11 | |
| 3D Shape Matching | SCAPE remeshed | Average Geodesic Error (x100)1.9 | 9 | |
| 3D Shape Matching | SCAPE (test) | E Error2 | 6 | |
| Intrinsic symmetry detection | SCAPE (test) | Geodesic Error0.032 | 6 | |
| Shape Matching | SCAPE (test) | Mean Geodesic Error1.8 | 6 | |
| Embedding Evaluation | SCAPE_r (test) | OPT14 | 6 | |
| Point Cloud Shape Matching | SCAPE PC | Average Geodesic Error0.02 | 5 | |
| Left/right classification | SCAPE | Accuracy (L/R)97.29 | 5 | |
| Shape Correspondence | SCAPE on FAUST (test) | Shape Correspondence Error2.6 | 5 | |
| 3D shape matching | SCAPE anisotropic (S_a) remeshed (test) | Mean Geodesic Error2.1 | 4 |
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