Medical Image Segmentation on LA (val test)
91.47Dice CoefficientV-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| V-NetLabeled Scans=80 (All), Unlabeled Scans=0, Para. (M)=9.44, MACs(G)=47.022023.10 | 91.47 | 84.36 | 5.48 | 1.51 | |
| Cross-ALDLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.46, MACs(G)=47.172023.10 | 89.92 | 81.78 | 7.65 | 1.546 | |
| Cross-ALDLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.46, MACs(G)=47.172023.10 | 88.62 | 79.62 | 7.098 | 1.83 | |
| SS-NetLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.46, MACs(G)=47.172023.10 | 88.55 | 79.62 | 7.49 | 1.9 | |
| UA-MTLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.44, MACs(G)=47.022023.10 | 87.79 | 78.39 | 8.68 | 2.12 | |
| MC-NetLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=12.35, MACs(G)=95.152023.10 | 87.62 | 78.25 | 10.03 | 1.82 | |
| SASSNetLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.44, MACs(G)=47.052023.10 | 87.54 | 78.05 | 9.84 | 2.59 | |
| DTCLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=9.44, MACs(G)=47.052023.10 | 87.51 | 78.17 | 8.23 | 2.36 | |
| URPCLabeled Scans=8 (10%), Unlabeled Scans=72 (90%), Para. (M)=5.88, MACs(G)=69.432023.10 | 86.92 | 77.03 | 11.13 | 2.28 | |
| SS-NetLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.46, MACs(G)=47.172023.10 | 86.33 | 76.15 | 9.97 | 2.31 | |
| MC-NetLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=12.35, MACs(G)=95.152023.10 | 83.59 | 72.36 | 14.07 | 2.7 | |
| V-NetLabeled Scans=8 (10%), Unlabeled Scans=0, Para. (M)=9.44, MACs(G)=47.022023.10 | 82.74 | 71.72 | 13.35 | 3.26 | |
| URPCLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=5.88, MACs(G)=69.432023.10 | 82.48 | 71.35 | 14.65 | 3.65 | |
| UA-MTLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.44, MACs(G)=47.022023.10 | 82.26 | 70.98 | 13.71 | 3.82 | |
| SASSNetLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.44, MACs(G)=47.052023.10 | 81.6 | 69.63 | 16.16 | 3.58 | |
| DTCLabeled Scans=4 (5%), Unlabeled Scans=76 (95%), Para. (M)=9.44, MACs(G)=47.052023.10 | 81.25 | 69.33 | 14.9 | 3.99 | |
| V-NetLabeled Scans=4 (5%), Unlabeled Scans=0, Para. (M)=9.44, MACs(G)=47.022023.10 | 52.55 | 39.6 | 47.05 | 9.87 |