3D Shape Matching on SCAPE S
1.8Mean Geodesic Error (x100)HybridFMaps
Evaluation Results
| Method | Links | |
|---|---|---|
| HybridFMapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 1.8 | |
| HybridFMapsTrain set=SCAPE, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 1.8 | |
| ULRSSMTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 1.9 | |
| ULRSSMTrain set=SCAPE, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 1.9 | |
| DeepFAFMTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 1.9 | |
| RFMNetTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.1 | |
| HybridFMapsTrain set=FAUST, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 2.1 | |
| AttentiveFMapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.2 | |
| ULRSSMTrain set=FAUST, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 2.2 | |
| RFMNetTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.3 | |
| DenoiseFMapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.3 | |
| Advanced Functional MapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.3 | |
| DiffZOTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.4 | |
| DiffZOTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.4 | |
| Deep ShellsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.5 | |
| DUO-FMNetTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.6 | |
| AttentiveFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.6 | |
| DeepFAFMTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.7 | |
| GeomFmapsTrain set=SCAPE, Supervision level=Supervised2026.03 | 3 | |
| GeomFmapsTrain set=FAUST, Supervision level=Supervised2026.03 | 3.4 | |
| Advanced Functional MapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 3.5 | |
| MWPTrain set=FAUST, Supervision level=Axiomatic2026.03 | 4.1 | |
| MWPTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 4.1 | |
| DUO-FMNetTrain set=FAUST, Supervision level=Unsupervised2026.03 | 4.2 | |
| HybridFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 4.2 | |
| SmoothShellsTrain set=FAUST, Supervision level=Axiomatic2026.03 | 4.7 | |
| SmoothShellsTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 4.7 | |
| Deep ShellsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 5.4 | |
| ULRSSMTrain set=FAUST, Supervision level=Unsupervised2026.03 | 6.7 | |
| ZoomOutTrain set=FAUST, Supervision level=Axiomatic2026.03 | 7.5 | |
| ZoomOutTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 7.5 | |
| DiscreteOpTrain set=FAUST, Supervision level=Axiomatic2026.03 | 13.1 | |
| DiscreteOpTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 13.1 | |
| FMNetTrain set=SCAPE, Supervision level=Supervised2026.03 | 17 | |
| FMNetTrain set=FAUST, Supervision level=Supervised2026.03 | 30 |