Few-Shot 3D Volumetric Segmentation on CHAOS-MRI Setting 2
87.7Dice (Kidney L)MSFSeg
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MSFSegSuper-pixel or -voxel=false, Shots=5, Input=5 slices2024.08 | 87.7 | 90.62 | 81.97 | 82.52 | 85.7 | |
| MSFSegSuper-pixel or -voxel=false, Shots=1, Input=1 slice2024.08 | 82.83 | 86.98 | 78.07 | 76.14 | 81.01 | |
| RPTSuper-pixel or -voxel=true2024.08 | 78.33 | 86.01 | 75.46 | 76.37 | 79.04 | |
| SRCLSuper-pixel or -voxel=true2024.08 | 77.07 | 84.24 | 73.73 | 75.55 | 77.65 | |
| CATSuper-pixel or -voxel=false2024.08 | 74.92 | 71.89 | 75.43 | 64.57 | 71.7 | |
| CRAPNetSuper-pixel or -voxel=true2024.08 | 74.66 | 82.77 | 70.82 | 73.82 | 75.52 | |
| SSL-ALPNetSuper-pixel or -voxel=true2024.08 | 73.63 | 78.39 | 67.02 | 73.05 | 73.02 | |
| SSL-RPNetSuper-pixel or -voxel=true2024.08 | 71.46 | 81.96 | 73.55 | 75.99 | 75.74 | |
| SE-NetSuper-pixel or -voxel=false2024.08 | 62.11 | 61.32 | 51.8 | 27.43 | 50.66 | |
| Vanilla PANetSuper-pixel or -voxel=false2024.08 | 53.45 | 38.64 | 50.9 | 42.26 | 46.33 | |
| ALPNetSuper-pixel or -voxel=false2024.08 | 53.21 | 58.99 | 52.18 | 37.32 | 50.43 | |
| SSL-PANetSuper-pixel or -voxel=true2024.08 | 47.71 | 47.95 | 58.73 | 64.99 | 54.85 | |
| ALPNet-initSuper-pixel or -voxel=false2024.08 | 19.28 | 14.93 | 23.76 | 37.73 | 23.93 |