One-shot segmentation on OASIS3 (full)
81.3Dice CoefficientLNE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LNE2022.06 | 81.3 | 70 | 3.171 | 8.81 | 89.8 | |
| Local Spatiotemporal Representation LearningLoss Config=w/o Lcs2022.06 | 81.3 | 70.2 | 3.289 | 3.4 | 92.3 | |
| Local Spatiotemporal Representation LearningLoss Config=w/ Lcs2022.06 | 81 | 69.7 | 3.733 | 2.76 | 93.4 | |
| PatchNCE2022.06 | 80.9 | 69.7 | 3.298 | 3.49 | 92 | |
| RandInitUnet.3DArchitecture=3D, Initialization=Random2022.06 | 80.4 | 68.9 | 3.424 | 3.53 | 92.3 | |
| Context Restore2022.06 | 80.1 | 68.7 | 4.841 | 6.88 | 89.9 | |
| PCL2022.06 | 79.6 | 68 | 3.339 | 5.69 | 89.9 | |
| GLCL2022.06 | 79.2 | 67.4 | 3.33 | 5.3 | 90.3 | |
| RandInitUnet.2DArchitecture=2D, Initialization=Random2022.06 | 78.1 | 66.1 | 3.425 | 10.27 | 87.3 |