Brain Segmentation on IBIS-wmgm one-shot
67.6mIoULocal Spatiotemporal Representation Learning
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Local Spatiotemporal Representation LearningLongitudinal Consistency Loss (Lcs)=Included2022.06 | 67.6 | 3.237 | 4.155 | |
| Local Spatiotemporal Representation LearningLongitudinal Consistency Loss (Lcs)=Excluded2022.06 | 61.4 | 3.291 | 2.462 | |
| PatchNCE2022.06 | 60.7 | 4.344 | 3.782 | |
| LNE2022.06 | 56.3 | 3.201 | 5.352 | |
| PCL2022.06 | 56.2 | 4.974 | 10.648 | |
| RandInitUnet.3DArchitecture=3D2022.06 | 56 | 3.788 | 5.515 | |
| GLCL2022.06 | 55 | 4.112 | 8.472 | |
| RandInitUnet.2DArchitecture=2D2022.06 | 51 | 3.274 | 11.506 | |
| Context Restore2022.06 | 44.4 | 8.273 | 29.235 |