Left Atrium Segmentation on LASeg 5% labeled data 4:76 ratio (test)
0.9147DiceV-Net (fully)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| V-Net (fully)Label Ratio=100%2023.10 | 0.9147 | 0.8436 | 5.48 | 1.51 | |
| A&DLabel Ratio=5%2023.10 | 0.8993 | 0.8182 | 5.25 | 1.86 | |
| AD-MTLabeled data percentage=5%2023.11 | 0.8963 | 0.8128 | 6.56 | 1.85 | |
| PS-MTLabeled data percentage=5%2023.11 | 0.8849 | 0.7913 | 8.12 | 2.78 | |
| BCPLabel Ratio=5%, Validation Protocol=use labeled data instead of test set2023.10 | 0.8802 | 0.7872 | 7.9 | 2.15 | |
| BCPLabeled data percentage=5%, Additional pre-training stage=true2023.11 | 0.8802 | 0.7872 | 7.9 | 2.15 | |
| SS-NetLabel Ratio=5%, Validation Protocol=use labeled data instead of test set2023.10 | 0.8633 | 0.7615 | 9.97 | 2.31 | |
| SS-NetLabeled data percentage=5%2023.11 | 0.8633 | 0.7615 | 9.97 | 2.31 | |
| MC-NetLabel Ratio=5%2023.10 | 0.8359 | 0.7236 | 14.07 | 2.7 | |
| MC-Net+Labeled data percentage=5%2023.11 | 0.8359 | 0.7236 | 14.07 | 2.7 | |
| URPCLabel Ratio=5%2023.10 | 0.8248 | 0.7135 | 14.65 | 3.65 | |
| URPCLabeled data percentage=5%2023.11 | 0.8248 | 0.7135 | 14.65 | 3.65 | |
| UA-MTLabel Ratio=5%2023.10 | 0.8226 | 0.7098 | 13.71 | 3.82 | |
| UA-MTLabeled data percentage=5%2023.11 | 0.8226 | 0.7098 | 13.71 | 3.82 | |
| SASSNetLabel Ratio=5%2023.10 | 0.816 | 0.6963 | 16.16 | 3.58 | |
| SASSNetLabeled data percentage=5%2023.11 | 0.816 | 0.6963 | 16.16 | 3.58 | |
| DTCLabel Ratio=5%2023.10 | 0.8125 | 0.6933 | 14.9 | 3.99 | |
| DTCLabeled data percentage=5%2023.11 | 0.8125 | 0.6933 | 14.9 | 3.99 | |
| V-Net (5%)Label Ratio=5%2023.10 | 0.5255 | 0.396 | 47.05 | 9.87 | |
| VNet (SupOnly)Labeled data percentage=5%2023.11 | 0.5255 | 0.396 | 47.05 | 9.87 |