Medical Image Segmentation on LiTS CT (test)
97.1Dice Score (Liver)FRA-UNet + CRF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FRA-UNet + CRF2025.12 | 97.1 | 71.8 | 7.7 | 15.1 | 1.45 | 3.92 | |
| ResTransUnet2025.12 | 95.4 | 73.4 | 6.35 | 16.05 | 1.38 | 4.05 | |
| Unpaired via KD2025.12 | 93.5 | 75.8 | 6 | 16.9 | 1.28 | 4.02 | |
| A-QCF-Net2025.12 | 93.4 | 76.7 | 5.98 | 15.38 | 1.21 | 3.85 | |
| MCTHNet2025.12 | 93.3 | 75 | 6.1 | 16.5 | 1.3 | 4.15 | |
| Diff4MMLITS2025.12 | 93.2 | 74 | 6.25 | 17.35 | 1.36 | 4.25 | |
| Swin UNETR2025.12 | 93 | 73.5 | 6.2 | 17.5 | 1.35 | 4.1 | |
| Unimodal nnU-Net2025.12 | 92.5 | 71.3 | 6.45 | 18.97 | 1.42 | 4.55 | |
| Attention U-Net2025.12 | 91.5 | 70.4 | 7.12 | 20.11 | 1.65 | 5.1 |