Lesion Segmentation on MSWAL (five-fold cross-val)
51.04DiceBackSplit
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BackSplit#Params=30.79M, Target Class=Kidney Cyst, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 51.04 | 213.0923 | 63.11 | |
| U-Net#Params=30.79M, Target Class=Kidney Cyst, Support Structures=None, Imaging Modality={CT}2025.11 | 49.31 | 234.848 | 60.72 | |
| BackSplit#Params=30.79M, Target Class=Liver Cyst, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 35.71 | 341.4273 | 54.6 | |
| BackSplit#Params=30.79M, Target Class=Gallstone, Support Structures=Multiple Organs, Imaging Modality={CT}, Evaluation Protocol=five-fold cross-validation2025.11 | 34.97 | 337.2602 | 75.31 | |
| BackSplit#Params=30.79M, Target Class=Liver Tumor, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 33.12 | 338.2031 | 46.83 | |
| BackSplit#Params=30.79M, Target Class=Pancreatic Cancer, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 32.28 | 308.2553 | 77.46 | |
| BackSplit (All lesions mean)#Params=30.79M, Target Class=All lesions mean, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 31.9 | 347.1125 | 62.18 | |
| U-Net#Params=30.79M, Target Class=Liver Cyst, Support Structures=None, Imaging Modality={CT}2025.11 | 31.7 | 384.3436 | 45.86 | |
| U-Net (All lesions mean)#Params=30.79M, Target Class=All lesions mean, Support Structures=None, Imaging Modality={CT}2025.11 | 27.24 | 399.9756 | 55.77 | |
| U-Net#Params=30.79M, Target Class=Liver Tumor, Support Structures=None, Imaging Modality={CT}2025.11 | 26.66 | 405.4476 | 32.19 | |
| U-Net#Params=30.79M, Target Class=Gallstone, Support Structures=None, Imaging Modality={CT}, Evaluation Protocol=five-fold cross-validation2025.11 | 26.65 | 418.338 | 66.64 | |
| BackSplit#Params=30.79M, Target Class=Kidney Tumor, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 19.79 | 407.2282 | 63.94 | |
| U-Net#Params=30.79M, Target Class=Kidney Stone, Support Structures=None, Imaging Modality={CT}2025.11 | 19.5 | 471.4653 | 62.47 | |
| U-Net#Params=30.79M, Target Class=Kidney Tumor, Support Structures=None, Imaging Modality={CT}2025.11 | 18.55 | 436.8838 | 62.33 | |
| U-Net#Params=30.79M, Target Class=Pancreatic Cancer, Support Structures=None, Imaging Modality={CT}2025.11 | 18.36 | 448.5034 | 60.18 | |
| BackSplit#Params=30.79M, Target Class=Kidney Stone, Support Structures=Multiple Organs, Imaging Modality={CT}2025.11 | 16.39 | 484.3217 | 54.01 |