Semantic Segmentation on BraTS
90.2DiceFully Supervised Learning (FSL)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fully Supervised Learning (FSL)Types=FSL, infer time=0.31s2023.06 | 90.2 | 81.4 | 8.1 | |
| CG-CDMTypes=DM, infer time=2.78s2023.06 | 56.3 | 45 | 19.2 | |
| CDMTypes=DM, infer time=1.61s2023.06 | 52.5 | 40.7 | 26 | |
| CG-DiffTypes=DM, infer time=116s2023.06 | 45.6 | 32.5 | 43.4 | |
| ScoreCAMTypes=CAM, infer time=27.0s2023.06 | 30.3 | 20.2 | 32.7 | |
| GradCAM++Types=CAM, infer time=3.59s2023.06 | 28.1 | 18.7 | 32.6 | |
| LayerCAMTypes=CAM, infer time=4.07s2023.06 | 27.6 | 18.4 | 30.4 | |
| GradCAMTypes=CAM, infer time=3.79s2023.06 | 23.5 | 14.9 | 44.4 |