Table 2.
Ablation study for the key component modules of CVRL on the LA dataset with 10% annotation ratio (8 labeled and 72 unlabeled).
| Method | # scans used | Metrics | ||||
|---|---|---|---|---|---|---|
| Labeled | Unlabeled | Dice[%] | Jaccard[%] | ASD[voxel] | 95HD[voxel] | |
| Baseline | 8 | 72 | 83.09 | 71.75 | 5.53 | 19.65 |
| 8 | 72 | 87.46 | 78.12 | 3.03 | 9.99 | |
| 8 | 72 | 87.24 | 77.49 | 3.36 | 10.13 | |
| 8 | 72 | 85.72 | 75.31 | 4.72 | 13.18 | |
| 8 | 72 | 88.14 | 78.38 | 3.02 | 9.58 | |
| 8 | 72 | 88.56 | 78.89 | 2.81 | 8.22 | |