Point Cloud Matching on SHREC07-H
7.7Mean Geodesic ErrorDV-Matcher
Evaluation Results
| Method | Links | |
|---|---|---|
| DV-MatcherTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 7.7 | |
| DV-MatcherTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 8.2 | |
| SE-ORNetTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 12.2 | |
| NIETrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 13.4 | |
| NIETrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 15.3 | |
| DiffFMapsTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 15.4 | |
| DiffFMapsTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Supervised2024.08 | 16.8 | |
| DPCTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 17.1 | |
| DPCTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 18.1 | |
| SE-ORNetTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=PCD, Supervision Type=Unsupervised2024.08 | 20.9 | |
| TransMatchTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 25.3 | |
| TransMatchTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Supervised2024.08 | 31.2 | |
| SSMSMTrain Set=SCAPE_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 37.7 | |
| SSMSMTrain Set=FAUST_r, Input Requirement (Mesh vs PCD)=Mesh, Supervision Type=Unsupervised2024.08 | 42.2 |