Point Cloud Matching on SCAPE_r
4.1Mean Geodesic ErrorSSMSM
Evaluation Results
| Method | Links | |
|---|---|---|
| SSMSMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 4.1 | |
| DV-MatcherTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 6.2 | |
| SyNoRiMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 9.5 | |
| DV-MatcherTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 10.4 | |
| NIETrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 11 | |
| SSMSMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 11 | |
| DiffFMapsTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 12 | |
| AMMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Axiomatic2024.08 | 13.1 | |
| NIETrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 15 | |
| NDPTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Axiomatic2024.08 | 16.2 | |
| PointSetRegTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Axiomatic2024.08 | 17.1 | |
| DPCTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 17.3 | |
| DPCTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 17.5 | |
| TransMatchTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 18.6 | |
| SE-ORNetTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 18.9 | |
| DiffFMapsTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 19 | |
| SyNoRiMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 21.9 | |
| SE-ORNetTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 24.6 | |
| 3D-CODEDTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 31 | |
| 3D-CODEDTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 31 | |
| TransMatchTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 33.6 | |
| CorrNet3DTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 58 | |
| CorrNet3DTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 58 |