Medical Image Segmentation on FH-PS-AoP
93.02DSC (FH)TransUNet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TransUNetParam (M)=105.32025.12 | 93.02 | 81.66 | 91.95 | 13.25 | 11.36 | 15.78 | 3.96 | 3.59 | 3.76 | |
| FAT-NetParam (M)=28.82025.12 | 92.94 | 80.78 | 91.9 | 14.13 | 12.45 | 16.71 | 3.99 | 4.58 | 3.8 | |
| DAUNetParam (M)=21.072025.12 | 92.87 | 85.31 | 91.95 | 12.76 | 8.01 | 12.83 | 4.39 | 2.95 | 3.93 | |
| CE-NetParam (M)=29.02025.12 | 92.68 | 84.9 | 91.96 | 14.57 | 12.55 | 16.21 | 4.16 | 3.33 | 3.77 | |
| H2FormerParam (M)=33.92025.12 | 92.64 | 85.32 | 91.94 | 14.06 | 11.07 | 16.25 | 4.2 | 2.97 | 3.78 | |
| nnUNetv2Param (M)=92.52025.12 | 92.5 | 82.3 | 91.5 | 13.71 | 10.79 | 15.48 | 4.29 | 3.75 | 3 | |
| DSEUNetParam (M)=62.92025.12 | 92.44 | 84.86 | 91.75 | 16.47 | 12.67 | 18.01 | 4.47 | 3.35 | 3.98 | |
| UPerNetParam (M)=31.32025.12 | 92.24 | 80.67 | 91.09 | 14.37 | 12.6 | 17.12 | 4.43 | 3.8 | 4.2 | |
| SwinUNetParam (M)=27.22025.12 | 92.06 | 82.84 | 91.15 | 13.96 | 11.06 | 16.14 | 4.38 | 3.45 | 4.05 | |
| MissFormerParam (M)=42.32025.12 | 91.58 | 80.61 | 90.54 | 15.78 | 13.65 | 18.67 | 4.82 | 3.97 | 4.45 | |
| UNetParam (M)=31.032025.12 | 91.25 | 82.8 | 90.55 | 17.25 | 9.34 | 16.99 | 5.55 | 3.15 | 4.86 | |
| AttUNetParam (M)=35.62025.12 | 91.1 | 79.25 | 90.08 | 17.49 | 13.86 | 20.52 | 5.13 | 4.93 | 4.76 | |
| MedSAMParam (M)=93.72025.12 | 90.59 | 83.85 | 89.95 | 16.37 | 9.52 | 17.19 | 5.26 | 2.79 | 4.54 |