3D Shape Matching on SCAPE Anisotropic (S_a)
1.7Mean Geodesic Error (x100)HybridFMaps
Evaluation results
| Method | Links | |
|---|---|---|
| HybridFMapsTrain set=SCAPE, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 1.7 | |
| HybridFMapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 1.8 | |
| HybridFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 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 | |
| ULRSSMMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.9 | |
| DeepFAFMMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.9 | |
| Coarse-to-FineMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.9 | |
| HybridFMapsTrain set=FAUST, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 2.2 | |
| AttentiveFMapsTrain set=SCAPE, 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 | |
| AttentiveFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.3 | |
| DenoiseFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.3 | |
| ULRSSMTrain set=FAUST, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 2.4 | |
| DiffZOTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.4 | |
| DiffZOMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.4 | |
| Coarse-to-FineMethod category=Unsupervised, Train dataset=FAUST2026.06 | 2.4 | |
| RFMNetTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.6 | |
| RFMNetMethod category=Unsupervised, Train dataset=FAUST2026.06 | 2.6 | |
| DUO-FMNetTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.7 | |
| DUO-FMNetMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.7 | |
| AttentiveFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.8 | |
| AttentiveFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 2.8 | |
| DeepFAFMTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.9 | |
| DeepFAFMMethod category=Unsupervised, Train dataset=FAUST2026.06 | 2.9 | |
| GeomFmapsTrain set=SCAPE, Supervision level=Supervised2026.03 | 3.1 | |
| GeomFMapsMethod category=Supervised, Train dataset=SCAPE2026.06 | 3.1 | |
| Advanced Functional MapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 3.6 | |
| GeomFmapsTrain set=FAUST, Supervision level=Supervised2026.03 | 3.8 | |
| DiffZOTrain set=FAUST, Supervision level=Unsupervised2026.03 | 3.8 | |
| GeomFMapsMethod category=Supervised, Train dataset=FAUST2026.06 | 3.8 | |
| DiffZOMethod category=Unsupervised, Train dataset=FAUST2026.06 | 3.8 | |
| RFMNetTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 3.9 | |
| RFMNetMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 3.9 | |
| DUO-FMNetTrain set=FAUST, Supervision level=Unsupervised2026.03 | 4.4 | |
| DUO-FMNetMethod category=Unsupervised, Train dataset=FAUST2026.06 | 4.4 | |
| HybridFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 4.6 | |
| HybridFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 4.6 | |
| SmoothShellsTrain set=FAUST, Supervision level=Axiomatic2026.03 | 5 | |
| SmoothShellsTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 5 | |
| SmoothShellsMethod category=Axiomatic, Train dataset=FAUST2026.06 | 5 | |
| SmoothShellsMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 5 | |
| MWPTrain set=FAUST, Supervision level=Axiomatic2026.03 | 8.7 | |
| MWPTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 8.7 | |
| MWPMethod category=Axiomatic, Train dataset=FAUST2026.06 | 8.7 | |
| MWPMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 8.7 | |
| ULRSSMTrain set=FAUST, Supervision level=Unsupervised2026.03 | 8.9 | |
| ULRSSMMethod category=Unsupervised, Train dataset=FAUST2026.06 | 8.9 | |
| Deep ShellsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 10 | |
| Deep ShellsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 10 | |
| DiscreteOpTrain set=FAUST, Supervision level=Axiomatic2026.03 | 14.6 | |
| DiscreteOpTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 14.6 | |
| DiscreteOpMethod category=Axiomatic, Train dataset=FAUST2026.06 | 14.6 | |
| DiscreteOpMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 14.6 | |
| ZoomOutTrain set=FAUST, Supervision level=Axiomatic2026.03 | 15 | |
| ZoomOutTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 15 | |
| ZoomOutMethod category=Axiomatic, Train dataset=FAUST2026.06 | 15 | |
| ZoomOutMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 15 | |
| Deep ShellsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 16 | |
| Deep ShellsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 16 | |
| FMNetTrain set=SCAPE, Supervision level=Supervised2026.03 | 41 | |
| FMNetMethod category=Supervised, Train dataset=SCAPE2026.06 | 41 | |
| FMNetTrain set=FAUST, Supervision level=Supervised2026.03 | 43 | |
| FMNetMethod category=Supervised, Train dataset=FAUST2026.06 | 43 |