Medical Image Segmentation on M&Ms (test)
88.47Average DSCJ-RAS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| J-RASClass=Left Ventricle2025.10 | 88.47 | — | — | — | — | 2.3 | |
| nnUNetArchitectures=nnUNet [19]2025.02 | 88.35 | 88.5 | 85.3 | 91.25 | 79.48 | — | |
| 3UNet (Uncertainty)Architectures=3UNet (Uncertainty)2025.02 | 88.13 | 88.36 | 83.78 | 92.25 | 88.13 | — | |
| SegFormerClass=Left Ventricle2025.10 | 88.03 | — | — | — | — | 2.13 | |
| 2UNet (Uncertainty)Architectures=2UNet (Uncertainty)2025.02 | 87.61 | 87.7 | 83.16 | 91.97 | 84.93 | — | |
| J-RASClass=Right Ventricle2025.10 | 87.02 | — | — | — | — | 1.4 | |
| UNet (ResNet-34)Architectures=UNet (ResNet-34) [18]2025.02 | 87 | 85.75 | 84.1 | 91.15 | 76.75 | — | |
| UNet+DA+DUNNArchitectures=UNet+DA+DUNN [17]2025.02 | 86.62 | 86.3 | 83.35 | 90.2 | 76.14 | — | |
| SegFormerClass=Right Ventricle2025.10 | 84.93 | — | — | — | — | 1.5 | |
| J-RASClass=Myocordium2025.10 | 81.93 | — | — | — | — | 2.1 | |
| SegFormerClass=Myocordium2025.10 | 79.1 | — | — | — | — | 2.14 |