Medical Image Segmentation on ACDC (Dice, IoU, HD95, Structure Dice)
87.54Dice ScoreMedCAGD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MedCAGDFine-tuned=true, Number of runs=52026.07 | 87.54 | 80.96 | 4.4057 | 85.27 | 86.23 | 91.11 | |
| EMCADFine-tuned=true, Number of runs=52026.07 | 85.07 | 77.73 | 5.2472 | 81.58 | 84.23 | 89.42 | |
| UCTransNetFine-tuned=true, Number of runs=52026.07 | 84.89 | 77.57 | 5.6995 | 80.94 | 84.11 | 89.62 | |
| MCADSFine-tuned=true, Number of runs=52026.07 | 84.51 | 76.92 | 5.5595 | 81.16 | 83.27 | 89.09 | |
| U-MambaFine-tuned=true, Number of runs=52026.07 | 84.18 | 76.47 | 5.8501 | 80.9 | 83.24 | 88.4 | |
| PraNetV2Fine-tuned=true, Number of runs=52026.07 | 83.74 | 76.13 | 6.3719 | 79.61 | 83.1 | 88.51 | |
| TransUNetFine-tuned=true, Number of runs=52026.07 | 83.07 | 74.85 | 5.7578 | 79.16 | 81.65 | 88.41 | |
| nnU-NetFine-tuned=true, Number of runs=52026.07 | 82.66 | 74.27 | 6.1663 | 79 | 81.01 | 87.97 | |
| Swin-UnetFine-tuned=true, Number of runs=52026.07 | 82.61 | 74.59 | 6.1244 | 78.94 | 80.17 | 88.73 | |
| AttnUNetFine-tuned=true, Number of runs=52026.07 | 82.37 | 73.94 | 6.1684 | 78.13 | 81.08 | 87.89 | |
| UNet++Fine-tuned=true, Number of runs=52026.07 | 81.97 | 73.92 | 6.4724 | 77.74 | 80.73 | 87.44 | |
| U-NetFine-tuned=true, Number of runs=52026.07 | 81.56 | 73.41 | 6.9854 | 76.99 | 80.28 | 87.43 | |
| VM-UNetFine-tuned=true, Number of runs=52026.07 | 81.02 | 72.74 | 7.0025 | 76.75 | 79.4 | 86.9 |