Pulmonary Tree Reconstruction on Lung3D+ Airway (test)
82.44DiceLungTopoField
Evaluation results
| Method | Links | |
|---|---|---|
| TopoFieldAblation status=w/o Repair, Inference Time (s)=0.592026.02 | 82.44 | |
| TopoFieldAblation status=None, Inference Time (s)=1.342026.02 | 80.75 | |
| IPGN†Point sampling configuration=Surface-25k, Inference Time (s)=183.662026.02 | 80.74 | |
| IPGNPoint sampling configuration=Surface-25k, Inference Time (s)=47.352026.02 | 80.67 | |
| IPGNPoint sampling configuration=Tree-6k, Inference Time (s)=11.592026.02 | 80.54 | |
| TopoFieldAblation status=w/o GT, Inference Time (s)=1.342026.02 | 77.65 | |
| 3D-UNetInput processing strategy=down-sampled, Inference Time (s)=0.012026.02 | 53.32 | |
| 3D-UNetInput processing strategy=sliding window, Inference Time (s)=67.352026.02 | 48.11 |