Cardiac Image Segmentation on MM-WHS target domain 1-shot 2017
64.4Dice AAmeta-hallucinator
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| meta-hallucinator2023.05 | 64.4 | 30.9 | 59.1 | 52.9 | 51.8 | 6.3 | 33.6 | 8.5 | 7.9 | 14.1 | |
| MT-UDAadaptation_type=Few-shot UDA2023.05 | 37.6 | 43.6 | 47.5 | 36 | 41.2 | 26.8 | 23.5 | 16.8 | 16.7 | 21 | |
| TCSMlearning_paradigm=Semi-supervised learning2023.05 | 32.7 | 30.8 | 37.7 | 20.1 | 30.3 | 28 | 31.9 | 23.3 | 23.1 | 26.6 | |
| ISTNadaptation_type=Data augmentation2023.05 | 24.5 | 21.5 | 26.6 | 18.5 | 22.8 | 32.2 | 46.8 | 25.6 | 27.8 | 33.1 | |
| MTlearning_paradigm=Semi-supervised learning2023.05 | 20.1 | 18.2 | 24.1 | 21.1 | 21 | 41.8 | 25.7 | 24.5 | 26.8 | 29.5 | |
| VoxelMorphadaptation_type=Data augmentation2023.05 | 18.9 | 25.7 | 28.6 | 23.4 | 24.2 | 45.9 | 28.8 | 21.8 | 21.8 | 29.6 | |
| ADDAadaptation_type=Feature adaptation2023.05 | 17.3 | 12.7 | 15.7 | 15.2 | 15.2 | 47.1 | 34.5 | 40.5 | 37.3 | 39.9 | |
| SIFAadaptation_type=Image and feature adaptation2023.05 | 15.3 | 26.3 | 16.8 | 13 | 17.9 | 37.6 | 25.3 | 21.7 | 18.5 | 25.8 | |
| CycleGANadaptation_type=Image adaptation2023.05 | 8.9 | 10 | 14.2 | 7.1 | 10.1 | 28.5 | 31.7 | 22 | 21.7 | 26 |