Segmentation on Brain
99CorrelationMSE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MSEBackbone=3D U-Net, Loss=MSE loss (LMSE)2025.04 | 99 | 94.1 | 93.2 | 75.2 | 83.9 | 75.2 | |
| clDiceBackbone=3D U-Net, Loss=clDice loss2025.04 | 98.3 | 96.5 | 94.9 | 70.6 | 84.4 | 85.3 | |
| PercBackbone=3D U-Net, Loss=Perceptual loss, Feature Extractor=VGG192025.04 | 97.1 | 97.3 | 94.6 | 80.4 | 83.5 | 86.4 | |
| CAPEBackbone=3D U-Net2025.04 | 97.1 | 97.2 | 94.4 | 78.3 | 89.8 | 93.1 | |
| InvMALISBackbone=3D U-Net, Loss=Inverse MALIS2025.04 | 96.6 | 96.2 | 93 | 68.2 | 85.7 | 83.8 |