Shape Matching on DT4D-H inter-class (test)
0.9Mean Geodesic Error (x100)ULRSSM
Evaluation results
| Method | Links | |
|---|---|---|
| ULRSSMLearning paradigm=Unsupervised2026.03 | 0.9 | |
| DeepFAFMLearning paradigm=Unsupervised2026.03 | 0.9 | |
| HybridFMapLearning paradigm=Unsupervised2026.03 | 1 | |
| SGMatchLearning paradigm=Unsupervised2026.03 | 1 | |
| Smooth ShellsLearning paradigm=Axiomatic2026.03 | 1.2 | |
| AttnFMapsLearning paradigm=Unsupervised2026.03 | 1.7 | |
| DiffuMatchLearning paradigm=Unsupervised2026.03 | 1.8 | |
| GeomFMapsLearning paradigm=Supervised2026.03 | 1.9 | |
| DUO-FMNetLearning paradigm=Unsupervised2026.03 | 2.6 | |
| Deep ShellLearning paradigm=Unsupervised2026.03 | 3.4 | |
| DiscreteOpLearning paradigm=Axiomatic2026.03 | 3.6 | |
| HybridFMapsTrain set=DT4D-H, Method supervision type=Unsupervised2026.03 | 3.9 | |
| ContrastiveFMNetTrain set=DT4D-H, Method supervision type=Unsupervised2026.03 | 3.9 | |
| ZoomOutLearning paradigm=Axiomatic2026.03 | 4 | |
| GeomFmapsSupervision=supervised2022.10 | 4.1 | |
| OursSupervision=supervised2022.10 | 4.6 | |
| Ours-FastSupervision=supervised2022.10 | 4.7 | |
| DenoisFMapLearning paradigm=Unsupervised2026.03 | 5.8 | |
| FMNetLearning paradigm=Supervised2026.03 | 9.6 | |
| OursSupervision=unsupervised2022.10 | 11.6 | |
| Ours-FastSupervision=unsupervised2022.10 | 14.6 | |
| GeomFmapsSupervision=unsupervised2022.10 | 22.6 | |
| ZoomOutTrain set=DT4D-H, Method supervision type=Axiomatic2026.03 | 29 | |
| DeepShellsSupervision=unsupervised2022.10 | 31.1 |