3D Left Atrium Segmentation on LA database 8 scans v1 (10% labeled)
89.62Dice CoefficientCAML
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAMLLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 89.62 | 81.28 | 8.76 | 2.02 | |
| MC-Net+Labeled Scans=8, Unlabeled Scans=72, Result Source=Reported2023.07 | 88.96 | 80.25 | 7.93 | 1.86 | |
| SS-NetLabeled Scans=8, Unlabeled Scans=72, Result Source=Reported2023.07 | 88.55 | 79.63 | 7.49 | 1.9 | |
| MC-Net# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 87.71 | 78.31 | 9.36 | 2.18 | |
| MC-NetLabeled Scans=8, Unlabeled Scans=72, Result Source=Reported2023.07 | 87.71 | 78.31 | 9.36 | 2.18 | |
| MC-Net+Labeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 87.68 | 78.27 | 10.35 | 1.85 | |
| SASSNet# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 87.32 | 77.72 | 9.62 | 2.55 | |
| MC-NetLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 86.87 | 78.49 | 11.17 | 2.18 | |
| SASSNetLabeled Scans=8, Unlabeled Scans=72, Result Source=Reported2023.07 | 86.81 | 76.92 | 3.94 | 12.54 | |
| DTC# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 86.57 | 76.55 | 14.47 | 3.74 | |
| SS-NetLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 86.56 | 76.61 | 12.76 | 3.02 | |
| DUWM# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 85.91 | 75.75 | 12.67 | 3.31 | |
| UA-MTLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 85.81 | 75.41 | 18.25 | 5.04 | |
| SASSNetLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 85.71 | 75.35 | 14.74 | 4 | |
| LG-ER-MT# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 85.54 | 75.12 | 13.29 | 3.77 | |
| DTCLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 84.55 | 73.91 | 13.8 | 3.69 | |
| UA-MT# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 84.25 | 73.48 | 13.84 | 3.36 | |
| UA-MTLabeled Scans=8, Unlabeled Scans=72, Result Source=Reported2023.07 | 84.25 | 73.48 | 3.36 | 13.84 | |
| URPCLabeled Scans=8, Unlabeled Scans=72, Result Source=Reproduced2023.07 | 83.37 | 71.99 | 17.91 | 4.41 | |
| DAP# Labeled Scans=8(10%), # Unlabeled Scans=722021.03 | 81.89 | 71.23 | 15.81 | 3.8 | |
| V-Net# Labeled Scans=8(10%), # Unlabeled Scans=02021.03 | 79.99 | 68.12 | 21.11 | 5.48 | |
| V-NetLabeled Scans=8, Unlabeled Scans=0, Result Source=Reproduced2023.07 | 79.87 | 67.6 | 26.65 | 7.94 | |
| V-NetLabeled Scans=8, Unlabeled Scans=0, Result Source=Reported2023.07 | 78.57 | 66.96 | 21.2 | 6.07 |