Few-Shot 3D Volumetric Segmentation on Abdomen-CT Setting 1
87.22Dice (LK)MSFSeg
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MSFSegSuper-pixel or -voxel=false, Shots=5, Input=5 slices2024.08 | 87.22 | 85.62 | 82.71 | 82.57 | 84.53 | |
| MSFSegSuper-pixel or -voxel=false, Shots=1, Input=1 slice2024.08 | 81.11 | 78.41 | 73.64 | 78.91 | 78.02 | |
| RPTSuper-pixel or -voxel=true2024.08 | 77.05 | 79.13 | 72.58 | 82.57 | 77.83 | |
| CRAPNetSuper-pixel or -voxel=true2024.08 | 74.69 | 74.18 | 70.37 | 75.41 | 73.66 | |
| SSL-ALPNetSuper-pixel or -voxel=true2024.08 | 72.36 | 71.81 | 70.96 | 78.29 | 73.35 | |
| SSL-PANetSuper-pixel or -voxel=true2024.08 | 56.52 | 50.42 | 55.72 | 60.86 | 57.88 | |
| ALPNetSuper-pixel or -voxel=false2024.08 | 29.12 | 31.32 | 41 | 65.07 | 41.63 | |
| SE-NetSuper-pixel or -voxel=false2024.08 | 24.42 | 12.51 | 43.66 | 35.42 | 29 | |
| Vanilla PANetSuper-pixel or -voxel=false2024.08 | 20.67 | 21.19 | 36.04 | 49.55 | 31.86 |