Liver and Tumor Segmentation on ATLAS MRI (test)
96.5Dice Score (Liver)FRA-UNet + CRF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FRA-UNet + CRF2025.12 | 96.5 | 73.5 | 7.2 | 14.4 | 1.45 | 3.6 | |
| A-QCF-Net2025.12 | 95.1 | 78.3 | 5.15 | 13.02 | 1.05 | 3.2 | |
| Unpaired via KD2025.12 | 95 | 77.4 | 5 | 15.1 | 1.02 | 3.75 | |
| MCTHNet2025.12 | 95 | 77 | 5.25 | 14.2 | 1.1 | 3.55 | |
| ResTransUnet2025.12 | 94.9 | 76.1 | 5.45 | 15.55 | 1.15 | 3.95 | |
| Cross-Modal Adv.2025.12 | 94.9 | 76.6 | 5.1 | 15.2 | 1.08 | 3.8 | |
| Diff4MMLITS2025.12 | 94.8 | 75.8 | 5.55 | 15.65 | 1.2 | 4 | |
| Swin UNETR2025.12 | 94.7 | 75.3 | 5.5 | 15.8 | 1.18 | 4.05 | |
| Unimodal nnU-Net2025.12 | 94.2 | 73.6 | 5.81 | 16.65 | 1.25 | 4.25 | |
| Attention U-Net2025.12 | 93.1 | 72.2 | 6.23 | 17.98 | 1.4 | 4.85 |