3D Medical Image Segmentation on OASIS VoxelMorph (test)
84.3Dice ScoreUVI-Net (w/o inst opt.)
Evaluation Results
| Method | Links | |
|---|---|---|
| UVI-Net (w/o inst opt.)Augmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR, Note=w/o instance optimization2024.04 | 84.3 | |
| TMAugmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR2024.04 | 83.1 | |
| DDMAugmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR2024.04 | 82.6 | |
| VMAugmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR2024.04 | 82.5 | |
| Fourier-Net+Augmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR2024.04 | 82.2 | |
| VanillaAugmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR2024.04 | 82.1 | |
| R2NetAugmentation Scale=10x, Aggregation=Average of 3D-UNet, VNet, and UNETR2024.04 | 62.1 |