Organ Segmentation on WORD
86.18Overall DICESwinMM
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SwinMM2023.07 | 86.18 | 96.3 | 95.46 | 93.83 | 94.47 | 91.43 | 80.08 | 76.59 | 83.6 | 67.38 | 86.42 | 88.58 | 69.12 | 80.48 | 90.56 | 92.16 | 92.4 | 9.35 | |
| TGC-Net2025.12 | 85.93 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LCOVNet2023.07 | 85.82 | 95.89 | 95.4 | 95.17 | 95.78 | 90.86 | 78.87 | 74.55 | 82.59 | 68.23 | 84.22 | 87.19 | 69.82 | 79.99 | 88.18 | 92.48 | 93.23 | 9.11 | |
| CRiSP-SAM22025.12 | 85.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DMFNet2023.07 | 85.1 | 95.96 | 94.64 | 94.7 | 94.96 | 89.88 | 79.84 | 74.1 | 81.66 | 66.66 | 83.51 | 86.95 | 66.73 | 79.26 | 88.18 | 91.99 | 92.55 | 7.52 | |
| DeepLab V3+2023.07 | 84.91 | 96.21 | 94.68 | 92.01 | 91.84 | 91.16 | 80.05 | 74.88 | 82.39 | 62.81 | 82.72 | 85.96 | 66.82 | 81.85 | 90.86 | 92.01 | 92.29 | 9.67 | |
| CoTr2023.07 | 84.66 | 95.58 | 94.9 | 93.26 | 93.63 | 89.99 | 76.4 | 74.37 | 81.02 | 63.58 | 84.14 | 86.39 | 69.06 | 80 | 89.27 | 91.03 | 91.87 | 12.83 | |
| Swin UNETR2023.07 | 84.34 | 96.08 | 95.32 | 94.2 | 94 | 90.32 | 74.86 | 76.57 | 82.6 | 65.37 | 84.56 | 87.37 | 66.84 | 79.66 | 92.05 | 86.4 | 83.31 | 14.24 | |
| ZePT2025.12 | 84.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CATprompting=anatomical2025.12 | 83.53 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SegVolprompting=geometric2025.12 | 81.65 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CT-SAM3Dprompting=geometric2025.12 | 80.33 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ESPNet2023.07 | 79.92 | 95.64 | 93.9 | 92.24 | 94.39 | 87.37 | 67.19 | 67.91 | 75.78 | 62.03 | 78.77 | 72.8 | 60.55 | 74.32 | 78.58 | 88.24 | 89.04 | 15.02 | |
| UNETR2023.07 | 79.77 | 94.67 | 92.85 | 91.49 | 91.72 | 85.56 | 65.08 | 67.71 | 74.79 | 57.56 | 74.62 | 80.4 | 60.76 | 74.06 | 85.42 | 89.47 | 90.17 | 17.34 | |
| MedSAM-2prompting=geometric2025.12 | 77.42 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SAM2prompting=geometric2025.12 | 76.54 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LViT2025.12 | 73.66 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MedSAMprompting=geometric2025.12 | 72.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| I-MedSAMprompting=geometric2025.12 | 67.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SAMprompting=geometric2025.12 | 63.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |