Point Cloud Matching on FAUST_r
0.024Mean Geodesic ErrorSSMSM
Evaluation Results
| Method | Links | |
|---|---|---|
| SSMSMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 0.024 | |
| 3D-CODEDTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 0.025 | |
| TransMatchTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 0.027 | |
| DiffFMapsTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 0.036 | |
| DV-MatcherTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.051 | |
| DV-MatcherTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.054 | |
| NIETrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 0.055 | |
| SyNoRiMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 0.079 | |
| SSMSMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 0.085 | |
| NIETrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 0.087 | |
| DPCTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.111 | |
| DPCTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.112 | |
| DiffFMapsTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 0.12 | |
| AMMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Axiomatic2024.08 | 0.142 | |
| TransMatchTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 0.183 | |
| PointSetRegTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Axiomatic2024.08 | 0.183 | |
| SE-ORNetTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.203 | |
| NDPTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Axiomatic2024.08 | 0.204 | |
| SE-ORNetTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.228 | |
| SyNoRiMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 0.246 | |
| 3D-CODEDTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 0.33 | |
| CorrNet3DTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.63 | |
| CorrNet3DTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 0.63 |