Near-isometric point cloud matching on SCAPE_r remeshed (test)
0.073Mean Geodesic ErrorWSupFMNet(W)
Evaluation results
| Method | Links | |
|---|---|---|
| WSupFMNet(W)Supervision=Weakly-supervised, Mesh Usage=With Mesh, Training Dataset=SCAPE_r2023.03 | 0.073 | |
| NIE/NIMTraining set=Surreal, Noise condition=Clean2023.03 | 0.1 | |
| NIE/NIMTraining set=Surreal, Noise condition=Noisy2023.03 | 0.11 | |
| Ours(W)Supervision=Weakly-supervised, Mesh Usage=Without Mesh, Training Dataset=SCAPE_r2023.03 | 0.11 | |
| SURFMNet(U)Supervision=Unsupervised, Mesh Usage=With Mesh, Training Dataset=SCAPE_r2023.03 | 0.12 | |
| FMNet(S)Supervision=Supervised, Mesh Usage=With Mesh, Training Dataset=SCAPE_r2023.03 | 0.12 | |
| WSupFMNet(W)Supervision=Weakly-supervised, Mesh Usage=With Mesh, Training Dataset=FAUST_r2023.03 | 0.12 | |
| LIE(S)Supervision=Supervised, Mesh Usage=Without Mesh, Training Dataset=SCAPE_r2023.03 | 0.12 | |
| Ours(W)Supervision=Weakly-supervised, Mesh Usage=Without Mesh, Training Dataset=FAUST_r2023.03 | 0.15 | |
| BCICPSupervision=N/A, Mesh Usage=With Mesh, Training Dataset=SCAPE_r2023.03 | 0.16 | |
| UnsupFMNet(U)Supervision=Unsupervised, Mesh Usage=With Mesh, Training Dataset=SCAPE_r2023.03 | 0.16 | |
| LIE(S)Supervision=Supervised, Mesh Usage=Without Mesh, Training Dataset=FAUST_r2023.03 | 0.19 | |
| LIETraining set=Surreal, Noise condition=Clean2023.03 | 0.2 | |
| LIETraining set=Surreal, Noise condition=Noisy2023.03 | 0.2 | |
| UnsupFMNet(U)Supervision=Unsupervised, Mesh Usage=With Mesh, Training Dataset=FAUST_r2023.03 | 0.29 | |
| NeuroMorph(U)Supervision=Unsupervised, Mesh Usage=With Mesh, Training Dataset=FAUST_r2023.03 | 0.29 | |
| NeuroMorph(U)Supervision=Unsupervised, Mesh Usage=With Mesh, Training Dataset=SCAPE_r2023.03 | 0.3 | |
| FMNet(S)Supervision=Supervised, Mesh Usage=With Mesh, Training Dataset=FAUST_r2023.03 | 0.3 | |
| 3D-CODED(S)Supervision=Supervised, Mesh Usage=Without Mesh, Training Dataset=SCAPE_r2023.03 | 0.31 | |
| 3D-CODED(S)Supervision=Supervised, Mesh Usage=Without Mesh, Training Dataset=FAUST_r2023.03 | 0.31 | |
| SURFMNet(U)Supervision=Unsupervised, Mesh Usage=With Mesh, Training Dataset=FAUST_r2023.03 | 0.32 | |
| CorrNet-3DTraining set=Surreal, Noise condition=Clean2023.03 | 0.52 | |
| CorrNet-3DTraining set=Surreal, Noise condition=Noisy2023.03 | 0.58 | |
| CorrNet-3D(U)Supervision=Unsupervised, Mesh Usage=Without Mesh, Training Dataset=SCAPE_r2023.03 | 0.58 | |
| CorrNet-3D(U)Supervision=Unsupervised, Mesh Usage=Without Mesh, Training Dataset=FAUST_r2023.03 | 0.58 |