3D Shape Matching on FAUST Anisotropic (F_a)
0.019Mean Geodesic ErrorCoarse-to-Fine
Evaluation results
| Method | Links | |
|---|---|---|
| Coarse-to-FineMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.019 | |
| HybridFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.02 | |
| DeepFAFMMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.02 | |
| DenoiseFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.02 | |
| DiffZOMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.022 | |
| AttentiveFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.024 | |
| Coarse-to-FineMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.024 | |
| AttentiveFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.025 | |
| ULRSSMMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.025 | |
| DeepFAFMMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.026 | |
| DiffZOMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.027 | |
| DUO-FMNetMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.03 | |
| DUO-FMNetMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.031 | |
| GeomFMapsMethod category=Supervised, Train dataset=FAUST2026.06 | 0.032 | |
| HybridFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.034 | |
| RFMNetMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.036 | |
| RFMNetMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.036 | |
| SmoothShellsMethod category=Axiomatic, Train dataset=FAUST2026.06 | 0.054 | |
| SmoothShellsMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 0.054 | |
| DiscreteOpMethod category=Axiomatic, Train dataset=FAUST2026.06 | 0.062 | |
| DiscreteOpMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 0.062 | |
| ULRSSMMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.07 | |
| MWPMethod category=Axiomatic, Train dataset=FAUST2026.06 | 0.082 | |
| MWPMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 0.082 | |
| GeomFMapsMethod category=Supervised, Train dataset=SCAPE2026.06 | 0.084 | |
| ZoomOutMethod category=Axiomatic, Train dataset=FAUST2026.06 | 0.087 | |
| ZoomOutMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 0.087 | |
| Deep ShellsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 0.12 | |
| Deep ShellsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 0.15 | |
| FMNetMethod category=Supervised, Train dataset=FAUST2026.06 | 0.42 | |
| FMNetMethod category=Supervised, Train dataset=SCAPE2026.06 | 0.43 | |
| HybridFMapsTrain set=FAUST, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 1.8 | |
| ULRSSMTrain set=FAUST, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 1.9 | |
| HybridFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2 | |
| DeepFAFMTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2 | |
| DenoiseFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2 | |
| ULRSSMTrain set=SCAPE, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 2.1 | |
| HybridFMapsTrain set=SCAPE, Supervision level=Unsupervised, Fine-tuning=true2026.03 | 2.1 | |
| Advanced Functional MapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.1 | |
| Advanced Functional MapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.1 | |
| DiffZOTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.2 | |
| AttentiveFMapsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.4 | |
| AttentiveFMapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.5 | |
| ULRSSMTrain set=FAUST, Supervision level=Unsupervised2026.03 | 2.5 | |
| DeepFAFMTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.6 | |
| DiffZOTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 2.7 | |
| DUO-FMNetTrain set=FAUST, Supervision level=Unsupervised2026.03 | 3 | |
| DUO-FMNetTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 3.1 | |
| GeomFmapsTrain set=FAUST, Supervision level=Supervised2026.03 | 3.2 | |
| HybridFMapsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 3.4 | |
| RFMNetTrain set=FAUST, Supervision level=Unsupervised2026.03 | 3.6 | |
| RFMNetTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 3.6 | |
| SmoothShellsTrain set=FAUST, Supervision level=Axiomatic2026.03 | 5.4 | |
| SmoothShellsTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 5.4 | |
| DiscreteOpTrain set=FAUST, Supervision level=Axiomatic2026.03 | 6.2 | |
| DiscreteOpTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 6.2 | |
| ULRSSMTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 7 | |
| MWPTrain set=FAUST, Supervision level=Axiomatic2026.03 | 8.2 | |
| MWPTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 8.2 | |
| GeomFmapsTrain set=SCAPE, Supervision level=Supervised2026.03 | 8.4 | |
| ZoomOutTrain set=FAUST, Supervision level=Axiomatic2026.03 | 8.7 | |
| ZoomOutTrain set=SCAPE, Supervision level=Axiomatic2026.03 | 8.7 | |
| Deep ShellsTrain set=FAUST, Supervision level=Unsupervised2026.03 | 12 | |
| Deep ShellsTrain set=SCAPE, Supervision level=Unsupervised2026.03 | 15 | |
| FMNetTrain set=FAUST, Supervision level=Supervised2026.03 | 42 | |
| FMNetTrain set=SCAPE, Supervision level=Supervised2026.03 | 43 |