Segmentation on KiTS19 (test)
91.1DiceGBDL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GBDLLabeled scans=16, Unlabeled scans=1442022.06 | 91.1 | 84 | 6.38 | 1.51 | |
| Double-UALabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=true2022.06 | 89.9 | 82.3 | 7.55 | 2.21 | |
| CoraNetLabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=false2022.06 | 89.8 | 82 | 7.23 | 1.89 | |
| GBDLLabeled scans=4, Unlabeled scans=1562022.06 | 89.8 | 82.1 | 6.85 | 1.78 | |
| Double-UALabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=false2022.06 | 89.5 | 82.8 | 7.42 | 2.16 | |
| CoraNetLabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=true2022.06 | 89.4 | 82 | 7.37 | 1.92 | |
| SASSNetLabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=false2022.06 | 89.1 | 82.2 | 7.54 | 2.41 | |
| Double-UALabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=true2022.06 | 89 | 81.9 | 7.93 | 2.33 | |
| SASSNetLabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=false2022.06 | 88.8 | 81.6 | 8.32 | 2.44 | |
| Tripled-UALabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=false2022.06 | 88.7 | 81.5 | 7.55 | 2.12 | |
| Double-UALabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=false2022.06 | 88.7 | 81.7 | 8.04 | 2.34 | |
| Tripled-UALabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=true2022.06 | 88.6 | 81.9 | 7.43 | 2.26 | |
| CoraNetLabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=true2022.06 | 88.6 | 81.2 | 8.43 | 2.39 | |
| UA-MTLabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=false2022.06 | 88.3 | 80.2 | 9.46 | 2.89 | |
| CoraNetLabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=false2022.06 | 88.2 | 81.4 | 8.21 | 2.44 | |
| Tripled-UALabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=true2022.06 | 88.2 | 81 | 7.81 | 2.47 | |
| UA-MTLabeled scans=16, Unlabeled scans=144, 3D-UNet with MC dropout=true2022.06 | 87.8 | 79.7 | 8.93 | 2.76 | |
| Tripled-UALabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=false2022.06 | 87.8 | 81.3 | 7.94 | 2.42 | |
| UA-MTLabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=true2022.06 | 87.4 | 79 | 11.33 | 3.21 | |
| UA-MTLabeled scans=4, Unlabeled scans=156, 3D-UNet with MC dropout=false2022.06 | 87.1 | 78.7 | 11.74 | 3.56 |