Near-isometric shape matching on SCAPE (test)
0.017Mean Geodesic ErrorATM
Evaluation results
| Method | Links | |
|---|---|---|
| ATMMethod Category=Template-based Methods2026.06 | 0.017 | |
| URSSMMethod Category=Functional Map Methods2026.06 | 0.019 | |
| DenseMatcherMethod Category=Semantic Methods2026.06 | 0.02 | |
| Smooth ShellsMethod Category=Axiomatic Methods2026.06 | 0.047 | |
| SURFMNetMethod Category=Functional Map Methods2026.06 | 0.06 | |
| ZoomOutMethod Category=Axiomatic Methods2026.06 | 0.075 | |
| UnsupFMNetMethod Category=Functional Map Methods2026.06 | 0.096 | |
| 3D-CODEDMethod Category=Template-based Methods2026.06 | 0.098 | |
| BCICPMethod Category=Axiomatic Methods2026.06 | 0.11 | |
| Diff3FMethod Category=Semantic Methods2026.06 | 0.221 | |
| Efficient OT-Functional Maps (Ours)Learning paradigm=Unsupervised, Training set=SCAPE2024.03 | 1.8 | |
| ULRSSMLearning paradigm=Unsupervised, Training set=SCAPE2024.03 | 1.9 | |
| UDMSMLearning paradigm=Unsupervised, Training set=SCAPE2024.03 | 2 | |
| AFMapLearning paradigm=Unsupervised, Training set=SCAPE2024.03 | 2.2 | |
| Efficient OT-Functional Maps (Ours)Learning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 2.2 | |
| AFMapLearning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 2.3 | |
| Deep ShellsLearning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 2.4 | |
| Deep ShellsLearning paradigm=Unsupervised, Training set=SCAPE2024.03 | 2.5 | |
| AFMapLearning paradigm=Unsupervised, Training set=FAUST2024.03 | 2.6 | |
| GeomFMapsLearning paradigm=Supervised, Training set=SCAPE2024.03 | 3 | |
| GeomFMapsLearning paradigm=Supervised, Training set=FAUST + SCAPE2024.03 | 3 | |
| SSLMSMLearning paradigm=Unsupervised, Training set=SCAPE2024.03 | 3.1 | |
| ULRSSMLearning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 3.2 | |
| GeomFMapsLearning paradigm=Supervised, Training set=FAUST2024.03 | 3.3 | |
| Efficient OT-Functional Maps (Ours)Learning paradigm=Unsupervised, Training set=FAUST2024.03 | 3.4 | |
| ULRSSMLearning paradigm=Unsupervised, Training set=FAUST2024.03 | 3.6 | |
| SSLMSMLearning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 4.3 | |
| Smooth ShellsLearning paradigm=Axiomatic, Training set=N/A2024.03 | 4.7 | |
| Deep ShellsLearning paradigm=Unsupervised, Training set=FAUST2024.03 | 5.4 | |
| SSLMSMLearning paradigm=Unsupervised, Training set=FAUST2024.03 | 7 | |
| ZoomOutLearning paradigm=Axiomatic, Training set=N/A2024.03 | 7.5 | |
| UDMSMLearning paradigm=Unsupervised, Training set=FAUST2024.03 | 7.5 | |
| UDMSMLearning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 7.6 | |
| BCICPLearning paradigm=Axiomatic, Training set=N/A2024.03 | 11 | |
| SURFMNetLearning paradigm=Unsupervised, Training set=SCAPE2024.03 | 12 | |
| TransMatchLearning paradigm=Supervised, Training set=FAUST + SCAPE2024.03 | 13.5 | |
| TransMatchLearning paradigm=Supervised, Training set=SCAPE2024.03 | 16 | |
| FMNetLearning paradigm=Supervised, Training set=SCAPE2024.03 | 17 | |
| SURFMNetLearning paradigm=Unsupervised, Training set=FAUST + SCAPE2024.03 | 29 | |
| FMNetLearning paradigm=Supervised, Training set=FAUST2024.03 | 30 | |
| SURFMNetLearning paradigm=Unsupervised, Training set=FAUST2024.03 | 32 | |
| TransMatchLearning paradigm=Supervised, Training set=FAUST2024.03 | 32.8 |