Segmentation on MassRoad (test)
78.51SoftDiceclDice+Ours (GraphMorph)
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| clDice+Ours (GraphMorph)Backbone=UNet2025.02 | 78.51 | 88.44 | 97.79 | 75.4 | 24.1 | 39.3 | 87.9 | 78.4 | |
| softDice+Ours (GraphMorph)Backbone=UNet2025.02 | 78.49 | 88.16 | 97.83 | 75.4 | 23.7 | 38.6 | 75.4 | 67.2 | |
| softDiceBackbone=UNet2025.02 | 78.08 | 87.68 | 97.8 | 75 | 23.9 | 47.9 | 79.8 | 77.7 | |
| TopoLossBackbone=UNet2025.02 | 77.97 | 87.58 | 97.81 | 74.9 | 23.8 | 43.9 | 78 | 72.7 | |
| clDiceBackbone=UNet2025.02 | 77.88 | 87.73 | 97.75 | 74.7 | 24.4 | 51.2 | 96.4 | 96.2 | |
| PointscatterBackbone=UNet2025.02 | 77.87 | 87.5 | 97.78 | 74.8 | 24.2 | 62 | 80 | 90.8 | |
| softDiceBackbone=LinkNet342025.02 | 77.52 | 87.47 | 97.75 | 74.4 | 24.3 | 48.9 | 77.3 | 77.1 | |
| softDiceBackbone=D-Linknet342025.02 | 77.52 | 87.43 | 97.75 | 74.4 | 24.4 | 50.4 | 76.5 | 77.7 | |
| softDiceBackbone=TransUNet2025.02 | 76.2 | 85.88 | 97.66 | 73 | 24.8 | 73.4 | 93.3 | 101.7 |