Shape correspondence estimation on TOPKIDS
4.9Geodesic Error (x100)Coarse-to-Fine
Evaluation results
| Method | Links | |
|---|---|---|
| Coarse-to-FineMethod category=Unsupervised2026.06 | 4.9 | |
| Hybrid ULRSSMLearning Setting=Unsupervised2023.12 | 5 | |
| HybridFMapsCategory=Unsupervised Methods, Fully intrinsic=false2026.03 | 5 | |
| HybridFMapsMethod category=Unsupervised2026.06 | 5 | |
| HybridFMaps (w.fineturn)Category=Unsupervised Methods, Fully intrinsic=false2026.03 | 5.1 | |
| GLASSVenue=-, Unsup.=true, Visual=true, Lang.=true2026.03 | 5.6 | |
| MWPMethod category=Axiomatic2026.06 | 5.7 | |
| UniMatchMethod Category=Semantic Methods2026.02 | 5.9 | |
| Advanced Functional MapsCategory=Unsupervised Methods, Fully intrinsic=true2026.03 | 5.9 | |
| DenseMatcherMethod Category=Semantic Methods2026.02 | 6.2 | |
| DenseMatcherVenue=ICLR 2025, Unsup.=true, Visual=true, Lang.=false2026.03 | 6.2 | |
| DeepFAFMCategory=Unsupervised Methods, Fully intrinsic=true2026.03 | 6.3 | |
| DeepFAFMMethod category=Unsupervised2026.06 | 6.3 | |
| Hybrid Smooth ShellsLearning Setting=Axiomatic2023.12 | 7.5 | |
| URSSMMethod Category=Functional Map Methods2026.02 | 8.9 | |
| URSSMVenue=TOG 2023, Unsup.=true, Visual=false, Lang.=false2026.03 | 8.9 | |
| ULRSSMLearning Setting=Unsupervised2023.12 | 9.2 | |
| ULRSSM(w.fineturn)Category=Unsupervised Methods, Fully intrinsic=true2026.03 | 9.2 | |
| ULRSSMCategory=Unsupervised Methods, Fully intrinsic=true2026.03 | 9.4 | |
| ULRSSMMethod category=Unsupervised2026.06 | 9.4 | |
| Smooth ShellsLearning Setting=Axiomatic2023.12 | 10.8 | |
| DiscreteOpMethod category=Axiomatic2026.06 | 10.8 | |
| Smooth ShellsMethod Category=Axiomatic Methods2026.02 | 11.8 | |
| Smooth ShellsVenue=CVPR 2020, Unsup.=true, Visual=false, Lang.=false2026.03 | 11.8 | |
| SmoothShellsCategory=Axiomatic Methods, Fully intrinsic=false2026.03 | 11.8 | |
| Deep ShellsLearning Setting=Unsupervised2023.12 | 13.7 | |
| Deep ShellsCategory=Unsupervised Methods, Fully intrinsic=false2026.03 | 13.7 | |
| Deep ShellsMethod category=Unsupervised2026.06 | 13.7 | |
| NeuroMorphCategory=Unsupervised Methods, Fully intrinsic=false2026.03 | 13.8 | |
| AttentiveFMapsLearning Setting=Unsupervised2023.12 | 23.4 | |
| AttentiveFMapsMethod Category=Functional Map Methods2026.02 | 23.4 | |
| AttentiveFMapsVenue=NeurIPS 2022, Unsup.=false, Visual=false, Lang.=false2026.03 | 23.4 | |
| AttentiveFMapsCategory=Unsupervised Methods, Fully intrinsic=true2026.03 | 23.4 | |
| AttentiveFMapsMethod category=Unsupervised2026.06 | 23.4 | |
| AttentiveFMaps-FastLearning Setting=Unsupervised2023.12 | 28.5 | |
| Diff3FMethod Category=Semantic Methods2026.02 | 31 | |
| Diff3FVenue=CVPR 2024, Unsup.=true, Visual=true, Lang.=false2026.03 | 31 | |
| ZoomOutLearning Setting=Axiomatic2023.12 | 33.7 | |
| ZoomOutMethod Category=Axiomatic Methods2026.02 | 33.7 | |
| ZoomOutVenue=TOG 2019, Unsup.=true, Visual=false, Lang.=false2026.03 | 33.7 | |
| ZoomOutCategory=Axiomatic Methods, Fully intrinsic=true2026.03 | 33.7 | |
| ZoomOutMethod category=Axiomatic2026.06 | 33.7 | |
| DiscreteOpLearning Setting=Axiomatic2023.12 | 35.5 | |
| DiscreteOpMethod Category=Axiomatic Methods2026.02 | 35.5 | |
| DiscreteOpVenue=CGF 2021, Unsup.=true, Visual=false, Lang.=false2026.03 | 35.5 | |
| DiscreteOpCategory=Axiomatic Methods, Fully intrinsic=true2026.03 | 35.5 | |
| SmoothShellsMethod category=Axiomatic2026.06 | 35.5 | |
| UnsupFMNetMethod Category=Functional Map Methods2026.02 | 38.5 | |
| UnsupFMNetVenue=CVPR 2019, Unsup.=true, Visual=false, Lang.=false2026.03 | 38.5 | |
| UnsupFMNetCategory=Unsupervised Methods, Fully intrinsic=true2026.03 | 38.5 | |
| DenoisFMaps (64×64)Category=Unsupervised Methods, Fully intrinsic=true2026.03 | 43.6 | |
| DenoiseFMapsMethod category=Unsupervised2026.06 | 43.6 | |
| SURFMNetMethod Category=Functional Map Methods2026.02 | 48.6 | |
| SURFMNetVenue=ICCV 2019, Unsup.=true, Visual=false, Lang.=false2026.03 | 48.6 | |
| SURFMNetCategory=Unsupervised Methods, Fully intrinsic=true2026.03 | 48.6 |