MSD
Benchmarks
TaskDatasetSOTA resultTrendResults
MSD
99AUROC
7
MSD Task05 Prostate (test)
76.59DSC (Structure 1)
7
MSD Task04 Hippocampus (test)
97.87NSD 1
7
MSD Task02 Heart (test)
93.33DSC 1
7
MSD Lung (5-fold CV)
66.85Dice (Label 1)
7
YearPredictionMSD 200k subsample (test)
1.23NLL
6
MSD Liver
91.2Dice (Init.)
6
MSD Hippocampus (test)
87.6Dice (Init.)
6
MSD Task 06 (Lung) (test)
81.47Dice Score
6
MSD Task 02 (Heart) (test)
96.29Dice Score
6
MSD Task 06 (Lung)
81.45Dice Score
6
MSD Task 02 Heart
96.02Dice Score
6
MSD Pancreas
0.408BBox Error
6
MSD Lung
0.759BBox Score
6
MSD Colon
0.729BBox Score
6
MSD Lung
0.001L_CE
6
MSD Brain
0.035Log Loss (CE)
6
MSD Heart
0.004L_CE
6
MSD (test)
15.5DER
5
MSD Heart
1nnQC Rank
5
MSD
85.3Success Rate (SR)
5
MSD Large
100Score
5
MSD Small Large
87.63Tracking Score
5
MSD Fixed Large
53.7Score
5
MSD Small
100Score
5