Lung Segmentation on ChestX8 (test)
92.9Dice CoefficientTransUNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TransUNetTrain On=ChestX8, Parameters=105323161, Runs on Phone=No2024.07 | 92.9 | 0.078 | |
| TransUNetTrain On=Padchest, Parameters=105323161, Runs on Phone=No2024.07 | 92.5 | 0.076 | |
| nnUNetTrain On=Padchest, Parameters=29966112, Runs on Phone=No2024.07 | 92.5 | 0.085 | |
| nnUNetTrain On=ChestX8, Parameters=29966112, Runs on Phone=No2024.07 | 91.4 | 0.106 | |
| Med-NCATrain On=ChestX8, Parameters=26432, Runs on Phone=Yes2024.07 | 89.9 | 0.107 | |
| UNetTrain On=ChestX8, Parameters=36950273, Runs on Phone=No2024.07 | 88.7 | 0.108 | |
| VWSL FinetuningTrain On=Padchest, Parameters=26432, Runs on Phone=Yes2024.07 | 88.4 | 0.117 | |
| Med-NCATrain On=Padchest, Parameters=26432, Runs on Phone=Yes2024.07 | 87.7 | 0.134 | |
| UNetTrain On=Padchest, Parameters=36950273, Runs on Phone=No2024.07 | 87.2 | 0.118 | |
| TransUNetTrain On=MIMIC, Parameters=105323161, Runs on Phone=No2024.07 | 85.8 | 0.065 | |
| VWSL FinetuningTrain On=MIMIC, Parameters=26432, Runs on Phone=Yes2024.07 | 83 | 0.068 | |
| nnUNetTrain On=MIMIC, Parameters=29966112, Runs on Phone=No2024.07 | 82.8 | 0.098 | |
| Med-NCATrain On=MIMIC, Parameters=26432, Runs on Phone=Yes2024.07 | 81.6 | 0.08 | |
| UNetTrain On=MIMIC, Parameters=36950273, Runs on Phone=No2024.07 | 79.2 | 0.104 |