Shape Matching on FAUST
1.4Mean Geodesic Error (x100)HybridFMaps
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HybridFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.4 | — | |
| ULRSSMMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.6 | — | |
| DeepFAFMMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.6 | — | |
| Coarse-to-FineMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.6 | — | |
| Coarse-to-FineMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.6 | — | |
| Deep ShellsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.7 | — | |
| RFMNetMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.7 | — | |
| RFMNetMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.7 | — | |
| DenoiseFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.8 | — | |
| AttentiveFMapsMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.9 | — | |
| DiffZOMethod category=Unsupervised, Train dataset=FAUST2026.06 | 1.9 | — | |
| DiffZOMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.9 | — | |
| DeepFAFMMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 1.9 | — | |
| AttentiveFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.2 | — | |
| HybridFMapsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.3 | — | |
| SmoothShellsMethod category=Axiomatic, Train dataset=FAUST2026.06 | 2.5 | — | |
| SmoothShellsMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 2.5 | — | |
| DUO-FMNetMethod category=Unsupervised, Train dataset=FAUST2026.06 | 2.5 | — | |
| GeomFMapsMethod category=Supervised, Train dataset=FAUST2026.06 | 2.6 | — | |
| Deep ShellsMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.7 | — | |
| DUO-FMNetMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 2.7 | — | |
| GeomFMapsMethod category=Supervised, Train dataset=SCAPE2026.06 | 3 | — | |
| MWPMethod category=Axiomatic, Train dataset=FAUST2026.06 | 3.1 | — | |
| MWPMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 3.1 | — | |
| ULRSSMMethod category=Unsupervised, Train dataset=SCAPE2026.06 | 4.8 | — | |
| DiscreteOpMethod category=Axiomatic, Train dataset=FAUST2026.06 | 5.6 | — | |
| DiscreteOpMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 5.6 | — | |
| ZoomOutMethod category=Axiomatic, Train dataset=FAUST2026.06 | 6.1 | — | |
| ZoomOutMethod category=Axiomatic, Train dataset=SCAPE2026.06 | 6.1 | — | |
| FMNetMethod category=Supervised, Train dataset=FAUST2026.06 | 11.1 | — | |
| FMNetMethod category=Supervised, Train dataset=SCAPE2026.06 | 33 | — | |
| DINO+SDTrain dataset=FAUST, Refinement=false2026.01 | — | 0.163 | |
| DINO+SD + χTrain dataset=FAUST, Refinement=false2026.01 | — | 0.05 | |
| DINO+SD + χTrain dataset=FAUST, Refinement=true2026.01 | — | 0.048 | |
| HbrFMInput Descriptor=wks2026.03 | — | 1.4 | |
| Hybrid ULRSSM (A)Train set=FAUST2026.04 | — | 0.014 | |
| Hybrid ULRSSM (A)Train set=SCAPE2026.04 | — | 0.014 | |
| Hybrid ULRSSM (A)Train set=FAUST + SCAPE2026.04 | — | 0.014 | |
| Hybrid ULRSSM (B)Train set=FAUST2026.04 | — | 0.014 | |
| Hybrid ULRSSM (B)Train set=SCAPE2026.04 | — | 0.014 | |
| Hybrid ULRSSM (B)Train set=FAUST + SCAPE2026.04 | — | 0.015 | |
| RINOInput Descriptor=wks2026.03 | — | 1.6 | |
| RINOInput Descriptor=xyz2026.03 | — | 1.6 | |
| Symmetry-Aware Feature DisentanglementTrain dataset=FAUST, Refinement=false2026.01 | — | 0.056 | |
| Symmetry-Aware Feature DisentanglementTrain dataset=FAUST, Refinement=true2026.01 | — | 0.058 | |
| ULRSSM (A)Train set=FAUST2026.04 | — | 0.016 | |
| ULRSSM (A)Train set=SCAPE2026.04 | — | 0.016 | |
| ULRSSM (A)Train set=FAUST + SCAPE2026.04 | — | 0.016 | |
| ULRSSM (B)Train set=FAUST2026.04 | — | 0.016 | |
| ULRSSM (B)Train set=SCAPE2026.04 | — | 0.016 | |
| ULRSSM (B)Train set=FAUST + SCAPE2026.04 | — | 0.016 | |
| URSSMInput Descriptor=wks2026.03 | — | 1.6 |