Shape Matching on SHREC19 remeshed (test)
0.031Mean Geodesic ErrorDenseMatcher
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DenseMatcherCategory=Semantic Methods2026.02 | 0.031 | — | |
| UniMatchCategory=Semantic Methods2026.02 | 0.032 | — | |
| Ours-FAUSTInput format=pcd, Training set=SCAPE_r2023.11 | 0.048 | — | |
| SURFMNetCategory=Functional Map Methods2026.02 | 0.048 | — | |
| Ours-SCAPEInput format=pcd, Training set=SCAPE_r2023.11 | 0.051 | — | |
| Ours-SCAPEInput format=pcd, Training set=FAUST_r2023.11 | 0.054 | — | |
| URSSMCategory=Functional Map Methods2026.02 | 0.057 | — | |
| Ours-FAUSTInput format=pcd, Training set=FAUST_r2023.11 | 0.059 | — | |
| AttentiveFMaps(U)Input format=mesh, Training set=FAUST_r2023.11 | 0.062 | — | |
| SSMSM(W)Input format=pcd, Training set=SCAPE_r2023.11 | 0.073 | — | |
| Smooth ShellsCategory=Axiomatic Methods2026.02 | 0.076 | — | |
| ZoomOutCategory=Axiomatic Methods2026.02 | 0.078 | — | |
| BCICPCategory=Axiomatic Methods2026.02 | 0.08 | — | |
| SSMSM(W)Input format=pcd, Training set=FAUST_r2023.11 | 0.09 | — | |
| AttentiveFMaps(U)Input format=mesh, Training set=SCAPE_r2023.11 | 0.093 | — | |
| GeomFMaps(S)Input format=mesh, Training set=FAUST_r2023.11 | 0.096 | — | |
| UnsupFMNetCategory=Functional Map Methods2026.02 | 0.111 | — | |
| GeomFMaps(S)Input format=mesh, Training set=SCAPE_r2023.11 | 0.114 | — | |
| NIE(W)Input format=pcd, Training set=FAUST_r2023.11 | 0.151 | — | |
| NIE(W)Input format=pcd, Training set=SCAPE_r2023.11 | 0.156 | — | |
| DiffFMaps(S)Input format=pcd, Training set=FAUST_r2023.11 | 0.164 | — | |
| DiffFMaps(S)Input format=pcd, Training set=SCAPE_r2023.11 | 0.176 | — | |
| ConsistFMaps(U)Input format=mesh, Training set=FAUST_r2023.11 | 0.209 | — | |
| TransMatch(S)Input format=pcd, Training set=FAUST_r2023.11 | 0.21 | — | |
| Deep Shells(W)Input format=mesh, Training set=SCAPE_r2023.11 | 0.214 | — | |
| Diff3FCategory=Semantic Methods2026.02 | 0.263 | — | |
| Deep Shells(W)Input format=mesh, Training set=FAUST_r2023.11 | 0.266 | — | |
| ConsistFMaps(U)Input format=mesh, Training set=SCAPE_r2023.11 | 0.287 | — | |
| DPC(S)Input format=pcd, Training set=SCAPE_r2023.11 | 0.287 | — | |
| DPC(S)Input format=pcd, Training set=FAUST_r2023.11 | 0.31 | — | |
| TransMatch(S)Input format=pcd, Training set=SCAPE_r2023.11 | 0.388 | — | |
| DIFF3F + FMtraining=zero-shot, mapping=Functional Maps2023.11 | 1.49 | 21.55 | |
| DIFF3Ftraining=zero-shot2023.11 | 1.69 | 26.41 | |
| FM + WKSfeatures=Wave Kernel Signature, mapping=Functional Maps2023.11 | 3.26 | 4.37 | |
| SE-ORNettraining=unsupervised2023.11 | 4.56 | 21.41 | |
| DPCtraining=unsupervised2023.11 | 6.26 | 17.4 | |
| 3DCODEDtraining=supervised2023.11 | 8.1 | 2.1 |