Lung Segmentation on MIMIC (test)
91.05Dice Coefficient (Both Lungs)CF-Seg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CF-Seg2025.06 | 91.05 | 90.57 | 91.49 | — | |
| U-Net2025.06 | 90.3 | 89.16 | 91.47 | — | |
| nnUNetTrain On=MIMIC, Parameters=29966112, Runs on Phone=No2024.07 | 84.9 | — | — | 13.2 | |
| TransUNetTrain On=MIMIC, Parameters=105323161, Runs on Phone=No2024.07 | 83.6 | — | — | 11.8 | |
| UNetTrain On=MIMIC, Parameters=36950273, Runs on Phone=No2024.07 | 81.5 | — | — | 11.3 | |
| Med-NCATrain On=MIMIC, Parameters=26432, Runs on Phone=Yes2024.07 | 79.6 | — | — | 12.3 | |
| TransUNetTrain On=Padchest, Parameters=105323161, Runs on Phone=No2024.07 | 79.6 | — | — | 12.2 | |
| nnUNetTrain On=Padchest, Parameters=29966112, Runs on Phone=No2024.07 | 79.5 | — | — | 12.8 | |
| TransUNetTrain On=ChestX8, Parameters=105323161, Runs on Phone=No2024.07 | 79.3 | — | — | 11.9 | |
| VWSL FinetuningTrain On=ChestX8, Parameters=26432, Runs on Phone=Yes2024.07 | 78.4 | — | — | 12.4 | |
| UNetTrain On=Padchest, Parameters=36950273, Runs on Phone=No2024.07 | 78.2 | — | — | 13.2 | |
| nnUNetTrain On=ChestX8, Parameters=29966112, Runs on Phone=No2024.07 | 77.9 | — | — | 14.9 | |
| VWSL FinetuningTrain On=Padchest, Parameters=26432, Runs on Phone=Yes2024.07 | 77.5 | — | — | 13.8 | |
| UNetTrain On=ChestX8, Parameters=36950273, Runs on Phone=No2024.07 | 77 | — | — | 12.8 | |
| Med-NCATrain On=Padchest, Parameters=26432, Runs on Phone=Yes2024.07 | 76.2 | — | — | 13.5 | |
| Med-NCATrain On=ChestX8, Parameters=26432, Runs on Phone=Yes2024.07 | 75.6 | — | — | 13.2 |