Unsupervised Domain Adaptation on MMWHS CT to MR (test)
82.8Dice (AA)Supervised Training
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Supervised Training2023.10 | 82.8 | 80.5 | 92.4 | 78.8 | 83.6 | 2.9 | |
| DSAN2023.10 | 71.3 | 66.2 | 76.2 | 52.1 | 66.5 | 5.4 | |
| SIFA2023.10 | 65.3 | 62.3 | 78.9 | 47.3 | 63.4 | 5.7 | |
| CycleGAN2023.10 | 64.3 | 30.7 | 65 | 43 | 50.7 | 6.6 | |
| BCPOriginal Task=Semi-supervised Segmentation2023.10 | 63.6 | 63.7 | 70.9 | 58 | 64.1 | 4.5 | |
| A&D2023.10 | 62.8 | 87.4 | 61.3 | 74.1 | 71.4 | 7.9 | |
| SS-NetOriginal Task=Semi-supervised Segmentation2023.10 | 62.1 | 58.4 | 68.9 | 51.4 | 60.2 | 5.9 | |
| AdaOutput2023.10 | 60.8 | 39.8 | 71.5 | 35.5 | 51.9 | 5.7 | |
| LMISA-3D2023.10 | 60.7 | 72.4 | 86.2 | 64.1 | 70.8 | 3.6 | |
| CyCADA2023.10 | 60.5 | 44 | 77.6 | 47.9 | 57.5 | 7.9 | |
| PnP-AdaNet2023.10 | 43.7 | 68.9 | 61.9 | 50.8 | 63.9 | 8.9 |