Graph Matching on Willow 2013 (test)
100Accuracy (car)BBGM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BBGMcycle consistency=false, 3D geometry=false2021.03 | 100 | 99.2 | 96.9 | 89 | 98.8 | 96.8 | |
| Ourscycle consistency=true, 3D geometry=true, matching protocol=object-to-universe2021.03 | 98.8 | 90.3 | 99.9 | 99.8 | 100 | 97.8 | |
| Ourscycle consistency=true, 3D geometry=true, matching protocol=pairwise2021.03 | 98.7 | 86.4 | 99.9 | 99.8 | 100 | 97 | |
| CSGMcycle consistency=false, 3D geometry=false2021.03 | 91.2 | 86.2 | 100 | 99.4 | 97.9 | 94.9 | |
| ABPFcycle consistency=false, 3D geometry=false2021.03 | 88.4 | 80.1 | 100 | 96.2 | 96.7 | 92.3 | |
| PSMcycle consistency=false, 3D geometry=false2021.03 | 88 | 76.8 | 100 | 96.4 | 97 | 91.6 | |
| GNCCPcycle consistency=false, 3D geometry=false2021.03 | 86.4 | 77.4 | 100 | 95.6 | 95.7 | 91 | |
| RRWMcycle consistency=false, 3D geometry=false2021.03 | 86.3 | 75.5 | 100 | 94.9 | 94.3 | 90.2 | |
| PCAcycle consistency=false, 3D geometry=false2021.03 | 84 | 93.5 | 100 | 76.7 | 96.9 | 90.2 | |
| IPFPcycle consistency=false, 3D geometry=false2021.03 | 74.8 | 60.6 | 98.9 | 84 | 79 | 79.5 | |
| GMNcycle consistency=false, 3D geometry=false2021.03 | 74.3 | 82.8 | 99.3 | 71.4 | 76.7 | 80.9 | |
| HARGcycle consistency=false, 3D geometry=false2021.03 | 71.9 | 72.2 | 93.9 | 71.4 | 86.1 | 79.1 |