3D Shape Matching on SCAPE original (test)
1.8Mean Geodesic Error (×100)HybridFMaps
Evaluation results
| Method | Links | |
|---|---|---|
| HybridFMapsTrain set=S, Method supervision type=Unsupervised2026.03 | 1.8 | |
| ULRSSMTrain set=S, Method supervision type=Unsupervised2026.03 | 1.9 | |
| ULRSSM(+TTA)Train set=S, Method supervision type=Unsupervised, Test-time adaptation=true2026.03 | 1.9 | |
| DeepFAFMTrain set=S, Method supervision type=Unsupervised2026.03 | 1.9 | |
| RFMNetTrain set=S, Method supervision type=Unsupervised2026.03 | 2.1 | |
| ContrastiveFMNetTrain set=S, Method supervision type=Unsupervised2026.03 | 2.1 | |
| SRFeat-STrain set=S, Method supervision type=Supervised2026.03 | 2.2 | |
| AttentiveFMapsTrain set=S, Method supervision type=Unsupervised2026.03 | 2.2 | |
| ULRSSM(+TTA)Train set=F, Method supervision type=Unsupervised, Test-time adaptation=true2026.03 | 2.2 | |
| RFMNetTrain set=F, Method supervision type=Unsupervised2026.03 | 2.3 | |
| DiffZOTrain set=F, Method supervision type=Unsupervised2026.03 | 2.4 | |
| DiffZOTrain set=S, Method supervision type=Unsupervised2026.03 | 2.4 | |
| Deep ShellsTrain set=S, Method supervision type=Unsupervised2026.03 | 2.5 | |
| DUO-FMNetTrain set=S, Method supervision type=Unsupervised2026.03 | 2.6 | |
| AttentiveFMapsTrain set=F, Method supervision type=Unsupervised2026.03 | 2.6 | |
| DeepFAFMTrain set=F, Method supervision type=Unsupervised2026.03 | 2.7 | |
| ContrastiveFMNetTrain set=F, Method supervision type=Unsupervised2026.03 | 2.7 | |
| GeomFmapsTrain set=S, Method supervision type=Supervised2026.03 | 3 | |
| GeomFmapsTrain set=F, Method supervision type=Supervised2026.03 | 3.4 | |
| SRFeat-STrain set=F, Method supervision type=Supervised2026.03 | 3.9 | |
| MWPTrain set=F, Method supervision type=Axiomatic2026.03 | 4.1 | |
| MWPTrain set=S, Method supervision type=Axiomatic2026.03 | 4.1 | |
| DUO-FMNetTrain set=F, Method supervision type=Unsupervised2026.03 | 4.2 | |
| HybridFMapsTrain set=F, Method supervision type=Unsupervised2026.03 | 4.2 | |
| SmoothShellsTrain set=F, Method supervision type=Axiomatic2026.03 | 4.7 | |
| SmoothShellsTrain set=S, Method supervision type=Axiomatic2026.03 | 4.7 | |
| Deep ShellsTrain set=F, Method supervision type=Unsupervised2026.03 | 5.4 | |
| ULRSSMTrain set=F, Method supervision type=Unsupervised2026.03 | 6.7 | |
| ZoomOutTrain set=F, Method supervision type=Axiomatic2026.03 | 7.5 | |
| ZoomOutTrain set=S, Method supervision type=Axiomatic2026.03 | 7.5 | |
| DiscreteOpTrain set=F, Method supervision type=Axiomatic2026.03 | 13.1 | |
| DiscreteOpTrain set=S, Method supervision type=Axiomatic2026.03 | 13.1 | |
| FMNetTrain set=S, Method supervision type=Supervised2026.03 | 17 | |
| FMNetTrain set=F, Method supervision type=Supervised2026.03 | 30 |