Medical Image Segmentation on QaTa
80.2DiceLEAF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LEAFCategory=Proposed2025.07 | 80.2 | 71 | |
| U-NetCategory=CNN/Transformer-based2025.07 | 79 | 69.5 | |
| TransUNetCategory=CNN/Transformer-based2025.07 | 78.6 | 69.1 | |
| Swin-UNetCategory=CNN/Transformer-based2025.07 | 78.1 | 68.3 | |
| SDSegCategory=Diffusion-based2025.07 | 77.6 | 68 | |
| MedSegDiffCategory=Diffusion-based2025.07 | 76.5 | 67.2 | |
| Medical SAM32025.10 | 38.96 | — | |
| UniMedVL2025.10 | 24.35 | — | |
| SAM32025.10 | 0 | — |