3D Left Atrium Segmentation on LA database 16 labeled scans v1 (20% labeled)
91.07DiceMC-Net+
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MC-Net+Labeled Scans=16, Unlabeled Scans=64, Result Source=Reported2023.07 | 91.07 | 83.67 | 5.84 | 1.67 | |
| CAMLLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 90.78 | 83.19 | 6.11 | 1.68 | |
| MC-Net+Labeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 90.6 | 82.93 | 6.27 | 1.58 | |
| MC-NetLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 90.43 | 82.69 | 6.52 | 1.66 | |
| MC-Net# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 90.34 | 82.48 | 6 | 1.77 | |
| MC-NetLabeled Scans=16, Unlabeled Scans=64, Result Source=Reported2023.07 | 90.34 | 82.48 | 6 | 1.77 | |
| DUWM# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 89.65 | 81.35 | 7.04 | 2.03 | |
| LG-ER-MT# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 89.62 | 81.31 | 7.16 | 2.06 | |
| SASSNet# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 89.54 | 81.24 | 8.24 | 2.2 | |
| DTC# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 89.42 | 80.98 | 7.32 | 2.1 | |
| DTCLabeled Scans=16, Unlabeled Scans=64, Result Source=Reported2023.07 | 89.42 | 80.98 | 2.1 | 7.32 | |
| SASSNetLabeled Scans=16, Unlabeled Scans=64, Result Source=Reported2023.07 | 89.27 | 80.82 | 3.13 | 8.83 | |
| UA-MT# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 88.88 | 80.21 | 7.32 | 2.26 | |
| UA-MTLabeled Scans=16, Unlabeled Scans=64, Result Source=Reported2023.07 | 88.88 | 80.21 | 2.26 | 7.32 | |
| SS-NetLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 88.19 | 79.21 | 8.12 | 2.2 | |
| UA-MTLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 88.18 | 79.09 | 9.66 | 2.62 | |
| SASSNetLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 88.11 | 79.08 | 12.31 | 3.27 | |
| DAP# Labeled Scans=16(20%), # Unlabeled Scans=642021.03 | 87.89 | 78.72 | 9.29 | 2.74 | |
| DTCLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 87.79 | 78.52 | 10.29 | 2.5 | |
| URPCLabeled Scans=16, Unlabeled Scans=64, Result Source=Reproduced2023.07 | 87.68 | 78.36 | 14.39 | 3.52 | |
| V-NetLabeled Scans=16, Unlabeled Scans=0, Result Source=Reported2023.07 | 86.96 | 77.31 | 11.85 | 3.22 | |
| V-Net# Labeled Scans=16(20%), # Unlabeled Scans=02021.03 | 86.03 | 76.06 | 14.26 | 3.51 | |
| V-NetLabeled Scans=16, Unlabeled Scans=0, Result Source=Reproduced2023.07 | 85.94 | 75.99 | 16.7 | 4.8 |