MSD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MSD Fixed
100Score
5
MSD Hippocampus (MRI)
90.23DSC (Label 1)
5
MSD Hepatic Vessel and Tumor (CT)
66.46DSC (Label 1)
5
MSD Lung Tumor (CT)
76.72DSC1
5
MSD Pancreas and Tumor (CT)
81.64DSC 1
5
MSD Spleen (internal val)
95.46Dice
5
MSD Lung
64.8Dice
4
MSD Hippocampus
90Dice Coefficient
4
MSD Heart
93Dice Coefficient
4
MSD BrainTumour
66Dice Similarity Coefficient
4
MSD
91.04IoU
4
MSD
8.57RMSE
3
MSD Colon Cancer
62.6Dice (Initial)
3
MSD Pancreas
68.7Dice Score (Init.)
3
MSD Lung Lesion
76.4Dice (Initialization)
3
MSD Prostate
0.887Dice (Initialization)
3
MSD Brain Tumour
69.4Dice (Init.)
3
MSD-B
-0.65Mean Relative Absolute Error
3
MSD Prostate 5-fold CV
63.78Dice (Label 1)
3
MSD Brain Tumour (5-fold CV)
80.79Dice (Label 1)
3
MSD synthetic (test)
99Precision
2
MSD Pancreas
86.92DICE
2
MSD Liver
86.04DICE
2
MSD Spleen
89.83DSC
1
MSD Prostate (test)
75.81Dice (Label 1)
1