Medical Image Segmentation on Left Atrium 2018 (20% labeled data)
91.84DiceBCSI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BCSILabeled Data Ratio=20%, Labeled Samples=162026.01 | 91.84 | 84.98 | 5.06 | 1.38 | |
| MLRPLabeled Data Ratio=20%, Labeled Samples=162026.01 | 91.02 | 83.62 | 5.78 | 1.66 | |
| UnCoLabeled Data Ratio=20%, Labeled Samples=162026.01 | 90.91 | 83.4 | 5.36 | 1.61 | |
| SKCDFLabeled Data Ratio=20%, Labeled Samples=162026.01 | 90.65 | 82.98 | 6.7 | 1.61 | |
| BS-NetLabeled Data Ratio=20%, Labeled Samples=162026.01 | 90.43 | — | 6.21 | 1.63 | |
| BCPLabeled Data Ratio=20%, Labeled Samples=162026.01 | 90.38 | 82.57 | 6.68 | 1.76 | |
| MC-NetLabeled Data Ratio=20%, Labeled Samples=162026.01 | 90.37 | 82.52 | 6.77 | 1.71 | |
| MC-Net+Labeled Data Ratio=20%, Labeled Samples=162026.01 | 90.31 | 82.41 | 6.61 | 1.62 | |
| UAMTLabeled Data Ratio=20%, Labeled Samples=162026.01 | 88.97 | 80.38 | 8.18 | 1.92 | |
| MCFLabeled Data Ratio=20%, Labeled Samples=162026.01 | 88.71 | 80.41 | 6.32 | 1.9 | |
| DTCLabeled Data Ratio=20%, Labeled Samples=162026.01 | 88.32 | 79.34 | 8.72 | 2.02 | |
| URPCLabeled Data Ratio=20%, Labeled Samples=162026.01 | 87.68 | 78.36 | 9.39 | 3.52 | |
| VNet (SupOnly)Labeled Data Ratio=20%, Labeled Samples=162026.01 | 84.93 | 75.87 | 14.5 | 4.3 |