Shape Matching on SCAPE remeshed (test)
1.9Mean Geodesic Error (x100)URSSM
Evaluation results
| Method | Links | |
|---|---|---|
| URSSMCategory=Functional Map Methods2026.02 | 1.9 | |
| UniMatchCategory=Semantic Methods2026.02 | 1.9 | |
| ConsistFMaps(U)Input format=mesh, Training set=SCAPE_r2023.11 | 2 | |
| DenseMatcherCategory=Semantic Methods2026.02 | 2 | |
| AttentiveFMaps(U)Input format=mesh, Training set=SCAPE_r2023.11 | 2.2 | |
| Deep Shells(W)Input format=mesh, Training set=SCAPE_r2023.11 | 2.5 | |
| AttentiveFMaps(U)Input format=mesh, Training set=FAUST_r2023.11 | 2.6 | |
| Ours-SCAPEInput format=pcd, Training set=SCAPE_r2023.11 | 2.6 | |
| Ours-FAUSTInput format=pcd, Training set=SCAPE_r2023.11 | 2.9 | |
| SSMSM(W)Input format=pcd, Training set=SCAPE_r2023.11 | 4.1 | |
| GeomFMaps(S)Input format=mesh, Training set=SCAPE_r2023.11 | 4.4 | |
| Smooth ShellsInput format=mesh, Training set=SCAPE_r2023.11 | 4.7 | |
| Smooth ShellsCategory=Axiomatic Methods2026.02 | 4.7 | |
| Ours-SCAPEInput format=pcd, Training set=FAUST_r2023.11 | 5.1 | |
| Deep Shells(W)Input format=mesh, Training set=FAUST_r2023.11 | 5.4 | |
| SURFMNetCategory=Functional Map Methods2026.02 | 6 | |
| Ours-FAUSTInput format=pcd, Training set=FAUST_r2023.11 | 6.3 | |
| WSupFMNet(W)Input format=mesh, Training set=SCAPE_r2023.11 | 7.3 | |
| ConsistFMaps(U)Input format=mesh, Training set=FAUST_r2023.11 | 7.3 | |
| ZoomOutCategory=Axiomatic Methods2026.02 | 7.5 | |
| SyNoRiM(S)Input format=pcd, Training set=SCAPE_r2023.11 | 9.5 | |
| UnsupFMNetCategory=Functional Map Methods2026.02 | 9.6 | |
| GeomFMaps(S)Input format=mesh, Training set=FAUST_r2023.11 | 11 | |
| NIE(W)Input format=pcd, Training set=SCAPE_r2023.11 | 11 | |
| SSMSM(W)Input format=pcd, Training set=FAUST_r2023.11 | 11 | |
| BCICPCategory=Axiomatic Methods2026.02 | 11 | |
| SURFMNet(U)Input format=mesh, Training set=SCAPE_r2023.11 | 12 | |
| WSupFMNet(W)Input format=mesh, Training set=FAUST_r2023.11 | 12 | |
| DiffFMaps(S)Input format=pcd, Training set=SCAPE_r2023.11 | 12 | |
| AMMInput format=pcd, Training set=SCAPE_r2023.11 | 13.1 | |
| NIE(W)Input format=pcd, Training set=FAUST_r2023.11 | 15 | |
| NDPInput format=pcd, Training set=SCAPE_r2023.11 | 16.2 | |
| DPC(S)Input format=pcd, Training set=SCAPE_r2023.11 | 17.3 | |
| DPC(S)Input format=pcd, Training set=FAUST_r2023.11 | 17.5 | |
| TransMatch(S)Input format=pcd, Training set=SCAPE_r2023.11 | 18.6 | |
| DiffFMaps(S)Input format=pcd, Training set=FAUST_r2023.11 | 19 | |
| SyNoRiM(S)Input format=pcd, Training set=FAUST_r2023.11 | 21.9 | |
| Diff3FCategory=Semantic Methods2026.02 | 22.1 | |
| NeuroMorph(U)Input format=mesh, Training set=FAUST_r2023.11 | 29 | |
| NeuroMorph(U)Input format=mesh, Training set=SCAPE_r2023.11 | 30 | |
| 3D-CODED(S)Input format=pcd, Training set=FAUST_r2023.11 | 31 | |
| 3D-CODED(S)Input format=pcd, Training set=SCAPE_r2023.11 | 31 | |
| SURFMNet(U)Input format=mesh, Training set=FAUST_r2023.11 | 32 | |
| TransMatch(S)Input format=pcd, Training set=FAUST_r2023.11 | 33.6 | |
| CorrNet3D(U)Input format=pcd, Training set=FAUST_r2023.11 | 58 | |
| CorrNet3D(U)Input format=pcd, Training set=SCAPE_r2023.11 | 58 |