Left Atrium Segmentation on LASeg 10% labeled data 8:72 ratio (test)
90.31Dice CoefficientA&D
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| A&DLabel Ratio=10%2023.10 | 90.31 | 82.4 | 5.55 | 1.64 | |
| BCPLabel Ratio=10%, Validation Protocol=use labeled data instead of test set2023.10 | 89.62 | 81.31 | 6.81 | 1.76 | |
| SS-NetLabel Ratio=10%, Validation Protocol=use labeled data instead of test set2023.10 | 88.55 | 79.62 | 7.49 | 1.9 | |
| UA-MTLabel Ratio=10%2023.10 | 87.79 | 78.39 | 8.68 | 2.12 | |
| MC-NetLabel Ratio=10%2023.10 | 87.62 | 78.25 | 10.03 | 1.82 | |
| SASSNetLabel Ratio=10%2023.10 | 87.54 | 78.05 | 9.84 | 2.59 | |
| DTCLabel Ratio=10%2023.10 | 87.51 | 78.17 | — | 2.36 | |
| URPCLabel Ratio=10%2023.10 | 86.92 | 77.03 | 11.13 | 2.28 | |
| LMISA-3DLabel Ratio=10%, Note=tailored for UDA2023.10 | 86.06 | 76.53 | 12.99 | 2.41 | |
| V-Net (10%)Label Ratio=10%2023.10 | 82.74 | 71.72 | 13.35 | 3.26 | |
| vMFNetLabel Ratio=10%, Note=tailored for SemiDG2023.10 | 73.88 | 62.56 | 16.81 | 5.04 |