Prostate MRI Segmentation on I2CVB (Unseen)
85.6DiceSAML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAMLTraining protocol=Domain Generalization2021.09 | 85.6 | 2.07 | |
| DCA-Net(ours)Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp + Ldiv, PDP basis preceptors (N)=82021.09 | 84.89 | 1.76 | |
| DCA-Net(N=16)Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp + Ldiv, PDP basis preceptors (N)=162021.09 | 84.18 | 1.9 | |
| MASFTraining protocol=Domain Generalization2021.09 | 84.16 | 2.39 | |
| BigAugTraining protocol=Domain Generalization2021.09 | 83.76 | 2.72 | |
| DCA-Net(N=4)Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp + Ldiv, PDP basis preceptors (N)=42021.09 | 83.62 | 1.61 | |
| DeepAllTraining protocol=DeepAll2021.09 | 82.49 | 2.97 | |
| DCA-Net*Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp2021.09 | 82.45 | 1.76 |