Semi-supervised Organ Segmentation on AbdomenCT-1K (10% labeled data)
92.22Avg DiceFully Supervised
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fully SupervisedL/U ratio=800/02026.03 | 92.22 | 94.36 | 93.97 | 92.9 | 87.65 | |
| CSE-Light-UNETRL/U ratio=80/7202026.03 | 91.54 | 93.93 | 93.09 | 92.41 | 86.73 | |
| BCPL/U ratio=80/7202026.03 | 89.97 | 93.22 | 91.92 | 89.68 | 85.06 | |
| MLRPL/U ratio=80/7202026.03 | 88.93 | 91.63 | 89.72 | 89.09 | 85.31 | |
| CAMLL/U ratio=80/7202026.03 | 86.32 | 90.91 | 88.13 | 87.6 | 78.63 | |
| SS-NetL/U ratio=80/7202026.03 | 83.78 | 88.62 | 86.44 | 85.92 | 74.15 | |
| UA-MTL/U ratio=80/7202026.03 | 82.59 | 87.19 | 85.76 | 84.53 | 72.87 | |
| Light-UNETRL/U ratio=80/02026.03 | 79.95 | 83.36 | 84.02 | 83.71 | 68.72 |