Shape Matching on SHREC HOLES 2016 (test)
0.066Average Geodesic ErrorWormhole (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| Wormhole (Ours)Learning paradigm=Unsupervised, Training set=HOLES, Post-processing refinement=Refinement2024.10 | 0.066 | |
| DirectMatchNetLearning paradigm=Unsupervised, Training set=HOLES, Post-processing refinement=Refinement2024.10 | 0.079 | |
| RobustFMnetLearning paradigm=Pretrained using external datasets, Training set=HOLES, Post-processing refinement=Refinement2024.10 | 0.082 | |
| ULRSSM (B)Train Split=HOLES2026.04 | 0.082 | |
| DirectMatchNet LPFLearning paradigm=Unsupervised, Training set=HOLES, Post-processing refinement=Refinement2024.10 | 0.086 | |
| ULRSSM (A)Train Split=HOLES2026.04 | 0.087 | |
| DirectMatchNetLearning paradigm=Unsupervised, Training set=CUTS, Post-processing refinement=Refinement2024.10 | 0.102 | |
| Wormhole (Ours)Learning paradigm=Unsupervised, Training set=CUTS, Post-processing refinement=Refinement2024.10 | 0.109 | |
| DirectMatchNet LPFLearning paradigm=Unsupervised, Training set=CUTS, Post-processing refinement=Refinement2024.10 | 0.116 | |
| DPFMLearning paradigm=Supervised, Training set=HOLES, Post-processing refinement=Zoom-out2024.10 | 0.119 | |
| GeomFMapsLearning paradigm=Supervised, Training set=HOLES, Post-processing refinement=Zoom-out2024.10 | 0.13 | |
| ULRSSM (A)Train Split=CUTS2026.04 | 0.13 | |
| RobustFMnetLearning paradigm=Pretrained using external datasets, Training set=CUTS, Post-processing refinement=Refinement2024.10 | 0.135 | |
| ULRSSM (B)Train Split=CUTS2026.04 | 0.135 | |
| DPFMLearning paradigm=Supervised, Training set=CUTS, Post-processing refinement=Zoom-out2024.10 | 0.139 | |
| Unsupervised-DPFMLearning paradigm=Unsupervised, Training set=HOLES, Post-processing refinement=Zoom-out2024.10 | 0.162 | |
| RobustFMnetLearning paradigm=Unsupervised, Training set=CUTS, Post-processing refinement=Refinement2024.10 | 0.162 | |
| GeomFMapsLearning paradigm=Supervised, Training set=CUTS, Post-processing refinement=Zoom-out2024.10 | 0.174 | |
| Unsupervised-DPFMLearning paradigm=Unsupervised, Training set=CUTS, Post-processing refinement=Zoom-out2024.10 | 0.183 | |
| RobustFMnetLearning paradigm=Unsupervised, Training set=HOLES, Post-processing refinement=Refinement2024.10 | 0.188 | |
| PFMLearning paradigm=Axiomatic, Post-processing refinement=Zoom-out2024.10 | 0.224 | |
| FSPLearning paradigm=Axiomatic, Post-processing refinement=Zoom-out2024.10 | 0.327 | |
| RINO2026.03 | 12.09 | |
| Wormhole2026.03 | 26.9 | |
| URSSM2026.03 | 29.8 | |
| EchoMatchType=Supervised2026.03 | 57.1 |