Lung Segmentation on LUNA16
97.73DiceFull-Views
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Full-Views2026.01 | 97.73 | 95.6 | 97.1 | 98.37 | — | |
| DuFal2026.01 | 97.05 | 94.29 | 95.69 | 98.45 | — | |
| DFormer+MAPOBackbone=ViT2025.12 | 97.02 | — | — | — | 3.9 | |
| UNETR+MAPOBackbone=Hybrid2025.12 | 97.01 | — | — | — | 4.26 | |
| VNet+MAPOBackbone=CNN2025.12 | 96.99 | — | — | — | 1.56 | |
| VNetBackbone=CNN2025.12 | 96.98 | — | — | — | 2.18 | |
| DFormerBackbone=ViT2025.12 | 96.98 | — | — | — | 3.93 | |
| DIF-Net2026.01 | 96.68 | 92.12 | 95.41 | 97.98 | — | |
| UNETRBackbone=Hybrid2025.12 | 96.47 | — | — | — | 1.32 | |
| DynUNetBackbone=CNN2025.12 | 95.96 | — | — | — | 5.1 | |
| DynUNet+MAPOBackbone=CNN2025.12 | 94.65 | — | — | — | 4.9 | |
| SART2026.01 | 54.45 | 39.22 | 58.94 | 50.99 | — | |
| FDK2026.01 | 8.89 | 4.82 | 6.96 | 12.31 | — |