Few-Shot 3D Volumetric Segmentation on Abdomen-CT Setting 2
85.73Dice (LK)MSFSeg
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MSFSegSuper-pixel or -voxel=false, Shots=5, Input=5 slices2024.08 | 85.73 | 84.51 | 81.6 | 81.22 | 83.27 | |
| MSFSegSuper-pixel or -voxel=false, Shots=1, Input=1 slice2024.08 | 79.24 | 77.36 | 75.21 | 76.73 | 77.14 | |
| RPTSuper-pixel or -voxel=true2024.08 | 72.99 | 67.73 | 70.8 | 75.24 | 71.69 | |
| CRAPNetSuper-pixel or -voxel=true2024.08 | 70.91 | 67.33 | 70.17 | 70.45 | 69.72 | |
| SRCLSuper-pixel or -voxel=true2024.08 | 67.39 | 63.37 | 67.36 | 73.63 | 67.94 | |
| SSL-RPNetSuper-pixel or -voxel=true2024.08 | 65.14 | 66.73 | 64.01 | 72.99 | 67.22 | |
| CAT-NetSuper-pixel or -voxel=true2024.08 | 63.36 | 60.05 | 67.65 | 75.31 | 66.59 | |
| SSL-ALPNetSuper-pixel or -voxel=true2024.08 | 63.34 | 54.82 | 60.25 | 73.65 | 63.02 | |
| SSL-PANetSuper-pixel or -voxel=true2024.08 | 37.58 | 34.69 | 43.73 | 61.71 | 44.42 | |
| ALPNetSuper-pixel or -voxel=false2024.08 | 34.96 | 30.4 | 27.73 | 43.37 | 35.11 | |
| SE-NetSuper-pixel or -voxel=false2024.08 | 32.83 | 14.34 | 0.23 | 0.27 | 11.91 | |
| Vanilla PANetSuper-pixel or -voxel=false2024.08 | 32.34 | 17.37 | 29.59 | 38.42 | 29.43 | |
| ALPNet-initSuper-pixel or -voxel=false2024.08 | 13.9 | 11.61 | 16.39 | 41.71 | 20.9 |