Centerline Extraction on ISBI12 public (test)
66.87DicesoftDice + Graph Decoder + Morph Module
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| softDice + Graph Decoder + Morph ModuleBackbone=UNet, Graph Decoder=true, Morph Module=true2025.02 | 66.87 | — | 97.42 | 0.665 | 1.074 | 0.858 | |
| PointScatterBackbone=UNet2025.02 | 65.46 | 91.04 | 97.47 | 6.398 | 3.156 | 6.548 | |
| softDice + Graph DecoderBackbone=UNet, Graph Decoder=true2025.02 | 64.86 | 92.4 | 97.42 | 4.013 | 2.732 | 4.249 | |
| softDiceBackbone=UNet, Loss=softDice2025.02 | 64.28 | 89.37 | 97.37 | 4.045 | 2.695 | 4.294 |