MSD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MSD Heart (5-fold CV)
93.28Dice Score
12
MSD colon cancer (val)
80.4DSC
11
MSD lung cancer (val)
82DSC
11
MSD Colon
62.28DSC
9
MSD Pancreas
75Dice Score
9
MSD Left Atrium (100 selected representative images)
93.07Mean Dice
9
MSD Brain
47.51DSC
9
MSD Hepatic Vessel Tumor
62.76DSC
9
MSD Colon Tumor
38.72DSC
9
MSD Liver Tumor
63.23DSC
9
MSD Lung Tumor
42.94DSC
9
MSD Pancreas Tumor
43.61DSC
9
YearPredictionMSD
8.757RMSE
9
MSD Colon Tumor (test)
0.824AUROC
9
MSD Hepatic Vessel Tumor (test)
91.57AUROC
9
MSD Lung Tumor (test)
77.84AUROC
9
MSD Pancreas Tumor (test)
0.868AUROC
9
MSD
0.876DSC
8
MSD Colon
48.23DSC
8
MSD Hepatic Vessel Tumor
74.76DSC
8
MSD Pancreas
59.34DSC
8
MSD Lung
72.1DSC
8
MSD-Liver
72.96DSC
8
MSD (test)
45.44mIoU
8
MSD strong generalization
33.44Recall@20
7