Lesion Segmentation on MSD and Private CT Lesion Dataset 1.0 (test)
77.6DSC (Stone - Gall.)Real
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RealTraining Setting=real lesion data only2025.03 | 77.6 | 70.4 | 76.4 | 78.2 | 59.8 | 57.7 | 60.4 | 69 | 61.8 | 49.6 | 79.2 | 66 | 58.1 | 83.3 | 67.7 | |
| Lesion Diffusion+RealTraining Setting=synthetic lesion data augmented by real lesion data2025.03 | 77.2 | 67 | 83 | 80.4 | 62.5 | 61.8 | 66 | 68.9 | 64.7 | 51.7 | 82.6 | 70 | 61.4 | 84.2 | 70.1 | |
| DiffTumor+RealTraining Setting=synthetic lesion data augmented by real lesion data2025.03 | 75.1 | 54.4 | 84.4 | 79.2 | 63.1 | 62 | 63.4 | 66.7 | 48 | 44.1 | 81.9 | 71.3 | 59.9 | 79.5 | 66.6 | |
| Lesion DiffusionTraining Setting=synthetic lesion data only2025.03 | 71.9 | 21 | 77.2 | 65.7 | 48.3 | 60.4 | 55.7 | 61.3 | 63.8 | 35.8 | 60.5 | 61.1 | 42.6 | 76.2 | 57.3 | |
| DiffTumorTraining Setting=synthetic lesion data only2025.03 | 58.1 | 17.5 | 61.6 | 66.2 | 55.1 | 44.8 | 49.2 | 54.8 | 44.6 | 30.1 | 59.7 | 56.4 | 41.6 | 65.2 | 50.4 |