Pulmonary Tree Labeling on Lung3D+ Artery (test)
90.19DiceTreeTopoField
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TopoFieldAblation status=w/o GT, Inference Time (s)=1.592026.02 | 90.19 | 91.05 | |
| IPGNPoint sampling configuration=Tree-6k, Inference Time (s)=11.962026.02 | 89.79 | 90.39 | |
| IPGNPoint sampling configuration=Surface-25k, Inference Time (s)=48.572026.02 | 89.68 | 90.47 | |
| TopoFieldAblation status=w/o Repair, Inference Time (s)=0.612026.02 | 89.45 | 89.87 | |
| TopoFieldAblation status=None, Inference Time (s)=1.592026.02 | 88.88 | 88.99 | |
| 3D-UNetInput processing strategy=sliding window, Inference Time (s)=67.522026.02 | 85.69 | 80.37 | |
| IPGN†Point sampling configuration=Surface-25k, Inference Time (s)=175.892026.02 | 85.55 | 85.22 | |
| 3D-UNetInput processing strategy=down-sampled, Inference Time (s)=0.012026.02 | 74.21 | 70.08 |