Lesion Segmentation on MSLesSeg real MRI (test)
68.5DiceLesion-DDPM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Lesion-DDPMTraining Data Configuration=Hybrid (Real + Synthetic Images)2026.06 | 68.5 | 53.4 | 70.4 | 69.1 | |
| Real imagesTraining Data Configuration=Real Images Only2026.06 | 67 | 52.1 | 69.7 | 68.9 | |
| Med-DDPMTraining Data Configuration=Hybrid (Real + Synthetic Images)2026.06 | 66.7 | 51.9 | 69.8 | 66.3 | |
| Lesion-DDPMTraining Data Configuration=Synthetic Images Only2026.06 | 61.6 | 45.9 | 62 | 65.1 | |
| 3D Pix2PixTraining Data Configuration=Hybrid (Real + Synthetic Images)2026.06 | 57.5 | 42.2 | 47 | 77.8 | |
| Med-DDPMTraining Data Configuration=Synthetic Images Only2026.06 | 56.9 | 41.4 | 55.6 | 64.2 | |
| 3D Pix2PixTraining Data Configuration=Synthetic Images Only2026.06 | 54.3 | 38.9 | 54.4 | 65.3 | |
| 3D DiscoGANTraining Data Configuration=Hybrid (Real + Synthetic Images)2026.06 | 54.3 | 39.2 | 43.2 | 78.1 | |
| 3D DiscoGANTraining Data Configuration=Synthetic Images Only2026.06 | 52.8 | 37.9 | 52.2 | 63.4 |