Non-isometric 3D Shape Matching on SMAL
0.045Mean Geodesic ErrorGLASS
Evaluation results
| Method | Links | |
|---|---|---|
| GLASSVenue=-, Unsup.=true, Visual=true, Lang.=true2026.03 | 0.045 | |
| DenseMatcherMethod Category=Semantic Methods2026.02 | 0.047 | |
| DenseMatcherVenue=ICLR 2025, Unsup.=true, Visual=true, Lang.=false2026.03 | 0.047 | |
| UniMatchMethod Category=Semantic Methods2026.02 | 0.048 | |
| AttentiveFMapsMethod Category=Functional Map Methods2026.02 | 0.054 | |
| AttentiveFMapsVenue=NeurIPS 2022, Unsup.=false, Visual=false, Lang.=false2026.03 | 0.054 | |
| URSSMMethod Category=Functional Map Methods2026.02 | 0.06 | |
| URSSMVenue=TOG 2023, Unsup.=true, Visual=false, Lang.=false2026.03 | 0.06 | |
| Diff3FMethod Category=Semantic Methods2026.02 | 0.284 | |
| Diff3FVenue=CVPR 2024, Unsup.=true, Visual=true, Lang.=false2026.03 | 0.284 | |
| Smooth ShellsMethod Category=Axiomatic Methods2026.02 | 0.361 | |
| Smooth ShellsVenue=CVPR 2020, Unsup.=true, Visual=false, Lang.=false2026.03 | 0.361 | |
| DiscreteOpMethod Category=Axiomatic Methods2026.02 | 0.381 | |
| DiscreteOpVenue=CGF 2021, Unsup.=true, Visual=false, Lang.=false2026.03 | 0.381 | |
| ZoomOutMethod Category=Axiomatic Methods2026.02 | 0.384 | |
| ZoomOutVenue=TOG 2019, Unsup.=true, Visual=false, Lang.=false2026.03 | 0.384 | |
| SGMatchLearning paradigm=Unsupervised2026.03 | 2.5 | |
| HybridFMapLearning paradigm=Unsupervised2026.03 | 3.3 | |
| DeepFAFMLearning paradigm=Unsupervised2026.03 | 3.8 | |
| ULRSSMLearning paradigm=Unsupervised2026.03 | 3.9 | |
| Efficient OT-Functional Maps2024.03 | 4 | |
| ULRSSM2024.03 | 4.2 | |
| DenoisFMapLearning paradigm=Unsupervised2026.03 | 4.3 | |
| RINOTrain/Test=I/SO(3)2026.03 | 4.6 | |
| RINOTrain/Test=Y/Y2026.03 | 4.6 | |
| HbrFMTrain/Test=Y/Y2026.03 | 5.3 | |
| AFMap2024.03 | 5.4 | |
| AttnFMapsLearning paradigm=Unsupervised2026.03 | 5.4 | |
| CnsFMTrain/Test=Y/Y2026.03 | 5.4 | |
| DiffGeoFMNetSupervision=Supervised2024.03 | 6.6 | |
| DUO-FMNetLearning paradigm=Unsupervised2026.03 | 6.7 | |
| SmpFMTrain/Test=Y/Y2026.03 | 7.3 | |
| GeoFMaps2024.03 | 7.6 | |
| URSSMTrain/Test=Y/Y2026.03 | 7.9 | |
| GeomFMapsLearning paradigm=Supervised2026.03 | 8.4 | |
| GeoFMNetSupervision=Supervised2024.03 | 8.8 | |
| SNKSupervision=Axiomatic2024.03 | 9.1 | |
| DiffuMatchLearning paradigm=Unsupervised2026.03 | 10.1 | |
| WSupFMNetSupervision=Unsupervised2024.03 | 13.3 | |
| Deep ShellsSupervision=Unsupervised2024.03 | 15.2 | |
| Smooth ShellsSupervision=Axiomatic2024.03 | 16.3 | |
| DUOFMTrain/Test=Y/Y2026.03 | 16.5 | |
| LIESupervision=Supervised2024.03 | 20 | |
| NeuroMorphSupervision=Unsupervised2024.03 | 23.1 | |
| Deep Shells2024.03 | 29.3 | |
| Deep ShellLearning paradigm=Unsupervised2026.03 | 29.3 | |
| Smooth ShellsLearning paradigm=Axiomatic2026.03 | 30 | |
| DiscreteOpLearning paradigm=Axiomatic2026.03 | 38.1 | |
| ZoomOutLearning paradigm=Axiomatic2026.03 | 38.4 | |
| SMSTrain/Test=Y/Y2026.03 | 39.3 | |
| DUOFMTrain/Test=I/SO(3)2026.03 | 41.4 | |
| FMNetLearning paradigm=Supervised2026.03 | 42 | |
| FMNetSupervision=Supervised2024.03 | 47.1 | |
| SMSTrain/Test=I/SO(3)2026.03 | 58.5 | |
| CnsFMTrain/Test=I/SO(3)2026.03 | 58.7 | |
| HbrFMTrain/Test=I/SO(3)2026.03 | 61.8 | |
| URSSMTrain/Test=I/SO(3)2026.03 | 62.1 | |
| SmpFMTrain/Test=I/SO(3)2026.03 | 62.6 |