Pulmonary Tree Labeling on Lung3D+ Airway (test)
90.68DiceTreeTopoField
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TopoFieldAblation status=w/o Repair, Inference Time (s)=0.592026.02 | 90.68 | 91.48 | |
| IPGNPoint sampling configuration=Tree-6k, Inference Time (s)=11.592026.02 | 90.58 | 91.14 | |
| IPGNPoint sampling configuration=Surface-25k, Inference Time (s)=47.352026.02 | 90.32 | 90.79 | |
| IPGN†Point sampling configuration=Surface-25k, Inference Time (s)=183.662026.02 | 90.02 | 90.14 | |
| TopoFieldAblation status=w/o GT, Inference Time (s)=1.342026.02 | 89.64 | 89.87 | |
| TopoFieldAblation status=None, Inference Time (s)=1.342026.02 | 89.16 | 90.18 | |
| 3D-UNetInput processing strategy=sliding window, Inference Time (s)=67.352026.02 | 84.99 | 83.83 | |
| 3D-UNetInput processing strategy=down-sampled, Inference Time (s)=0.012026.02 | 78.99 | 71.07 |