Point Cloud Matching on SHREC'19_r
7.2Mean Geodesic Error (x100)DV-Matcher
Evaluation Results
| Method | Links | |
|---|---|---|
| DV-MatcherTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 7.2 | |
| SSMSMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 7.3 | |
| SSMSMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 9 | |
| DV-MatcherTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 9.3 | |
| NIETrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 15.1 | |
| NIETrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 15.6 | |
| DiffFMapsTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 16.4 | |
| DiffFMapsTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 17.6 | |
| TransMatchTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 21 | |
| SE-ORNetTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 23 | |
| SE-ORNetTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 23.6 | |
| DPCTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 28.7 | |
| DPCTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 31 | |
| TransMatchTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 38.8 |