Pulmonary Tree Labeling on Lung3D+ Vein (test)
84.1DiceTreeTopoField
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TopoFieldAblation status=w/o Repair, Inference Time (s)=0.62026.02 | 84.1 | 79.25 | |
| IPGNPoint sampling configuration=Tree-6k, Inference Time (s)=11.152026.02 | 83.72 | 78.43 | |
| IPGNPoint sampling configuration=Surface-25k, Inference Time (s)=48.72026.02 | 83.68 | 78.27 | |
| TopoFieldAblation status=w/o GT, Inference Time (s)=1.632026.02 | 83.52 | 78.63 | |
| TopoFieldAblation status=None, Inference Time (s)=1.62026.02 | 83.35 | 78.5 | |
| IPGN†Point sampling configuration=Surface-25k, Inference Time (s)=175.832026.02 | 80.49 | 74.45 | |
| 3D-UNetInput processing strategy=sliding window, Inference Time (s)=67.492026.02 | 79.96 | 70.33 | |
| 3D-UNetInput processing strategy=down-sampled, Inference Time (s)=0.012026.02 | 77.72 | 67.61 |