Prostate Segmentation on Promise12
90.55DSCPhi-SegNet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Phi-SegNet2026.01 | 90.55 | 83.62 | — | 0.8926 | 99.65 | 90.58 | 92.89 | 91.5 | |
| CPFNet2026.01 | 90.29 | 83.08 | — | 0.9295 | 99.56 | 91.61 | 90.64 | 91.1 | |
| CE-Net2026.01 | 90.15 | 82.93 | — | 0.9505 | 99.52 | 89.47 | 92.61 | 90.96 | |
| CriDiff2024.06 | 89.9 | 82.8 | 3.63 | 2.06 | — | — | — | — | |
| TransAttUNet2026.01 | 89.78 | 82.56 | — | 0.93 | 99.57 | 90.5 | 92.52 | 91.4 | |
| Twin-SegNet2026.01 | 89.72 | 82.64 | — | 0.9819 | 99.51 | 87.66 | 93.8 | 90.62 | |
| UNet++2026.01 | 89.66 | 82.31 | — | 0.9851 | 99.49 | 87.73 | 92.11 | 90.31 | |
| ResUNet++2026.01 | 89.45 | 81.86 | — | 0.9932 | 99.49 | 88.24 | 92.51 | 90.37 | |
| MEW-UNet2026.01 | 89.42 | 81.86 | — | 1.017 | 99.53 | 87.69 | 93.25 | 90.38 | |
| Y-Net2026.01 | 89.4 | 82.03 | — | 0.9959 | 99.5 | 89.94 | 90.99 | 90.46 | |
| MicroSegNet2024.06 | 89 | 81.7 | 3.66 | 2.19 | — | — | — | — | |
| AAU-Net2026.01 | 88.85 | 82.63 | — | 0.9573 | 99.53 | 86.09 | 92.28 | 89.13 | |
| CAT-Net2024.06 | 88.8 | 81.3 | 3.76 | 2.51 | — | — | — | — | |
| MedSegDiff-V22024.06 | 88.8 | 81.5 | 3.67 | 2.19 | — | — | — | — | |
| TransUnet2024.06 | 88.7 | 81.2 | 3.65 | 2.22 | — | — | — | — | |
| PraNet2026.01 | 88.67 | 80.37 | — | 0.9305 | 99.54 | 90.06 | 90.68 | 90.37 | |
| DermoSegDiff2024.06 | 88.5 | 80.9 | 3.69 | 2.64 | — | — | — | — | |
| G-CASCADE2024.06 | 88 | 80.2 | 3.67 | 2.67 | — | — | — | — | |
| MetaDCSegNoise Level=0%2025.11 | 87.92 | 86.71 | 4.01 | — | — | — | — | — | |
| Uctransnet2024.06 | 87.5 | 79.6 | 3.87 | 4.62 | — | — | — | — | |
| L2BNoise Level=0%2025.11 | 87.08 | 85.23 | 4.19 | — | — | — | — | — | |
| CCT-Unet2024.06 | 85.7 | 77.5 | 3.82 | 3.51 | — | — | — | — | |
| MetaDCSegNoise Level=20%2025.11 | 83.99 | 83.7 | 4.52 | — | — | — | — | — | |
| Swin-Unet2024.06 | 83.9 | 74.4 | 4.09 | 3.6 | — | — | — | — | |
| MetaDCSegNoise Level=40%2025.11 | 83.32 | 77.99 | 5.28 | — | — | — | — | — | |
| MetaDCSegNoise Level=60%2025.11 | 82.75 | 75.68 | 8.84 | — | — | — | — | — | |
| HAMIL*Noise Level=0%2025.11 | 82.34 | 81.67 | 6.15 | — | — | — | — | — | |
| L2BNoise Level=20%2025.11 | 82.01 | 81.37 | 5.54 | — | — | — | — | — | |
| L2BNoise Level=60%2025.11 | 82.01 | 61.72 | 10.17 | — | — | — | — | — | |
| ConDSeg*Noise Level=0%2025.11 | 81.15 | 68.34 | 7.82 | — | — | — | — | — | |
| Unet++2024.06 | 81 | 71.5 | 4.12 | 5.06 | — | — | — | — | |
| L2BNoise Level=40%2025.11 | 80.83 | 74.51 | 6.68 | — | — | — | — | — | |
| UNet2026.01 | 79.76 | 69.24 | — | 1.8001 | 98.98 | 81.29 | 83.69 | 82.47 | |
| HAMIL*Noise Level=20%2025.11 | 78.74 | 72.46 | 9.26 | — | — | — | — | — | |
| MAXFormer*Noise Level=0%2025.11 | 78.62 | 64.75 | 86.43 | — | — | — | — | — | |
| Unet2024.06 | 77.9 | 67.6 | 4.25 | 6.57 | — | — | — | — | |
| MAXFormer*Noise Level=60%2025.11 | 72.58 | 56.96 | 94.21 | — | — | — | — | — | |
| HAMIL*Noise Level=40%2025.11 | 66.24 | 68.26 | 10.12 | — | — | — | — | — | |
| ConDSeg*Noise Level=20%2025.11 | 63.98 | 54.92 | 11.23 | — | — | — | — | — | |
| HAMIL*Noise Level=60%2025.11 | 61.29 | 56.53 | 14.46 | — | — | — | — | — | |
| MAXFormer*Noise Level=40%2025.11 | 57.92 | 40.76 | 102.97 | — | — | — | — | — | |
| MAXFormer*Noise Level=20%2025.11 | 54.31 | 37.28 | 103.69 | — | — | — | — | — | |
| ConDSeg*Noise Level=60%2025.11 | 53.08 | 40.31 | 15.1 | — | — | — | — | — | |
| ConDSeg*Noise Level=40%2025.11 | 52.55 | 41.83 | 17.18 | — | — | — | — | — | |
| MADGNet*Noise Level=0%2025.11 | 16.38 | 8.92 | 18.26 | — | — | — | — | — | |
| MADGNet*Noise Level=20%2025.11 | 9.4 | 6.3 | 25.78 | — | — | — | — | — | |
| MADGNet*Noise Level=40%2025.11 | 8.05 | 5.46 | 36.33 | — | — | — | — | — | |
| MADGNet*Noise Level=60%2025.11 | 6.55 | 4.1 | 44.69 | — | — | — | — | — |