MSD
Benchmarks
TaskDatasetSOTA resultTrendResults
MSD (test)
90.63DSC (ET)
38
MSD
95.02Accuracy
33
MSD
0.022MAE
32
MSD Heart (test)
96.85Dice Score
31
MSD Pancreas (test)
91.89DSC
30
YearPredictionMSD (train)
71.65Avg Cost
26
YearPredictionMSD (train)
90.45Average Cost
25
MSD (test)
80.33IoU
25
MSD Brain (test)
79.56mIoU
24
MSD Task01 (test)
94.22Coverage (%)
24
MSD Spleen (test)
98.47Dice Score
24
MSD PAN (test)
67.2Dice
23
MSD Pancreas
69.8Dice
23
MSD cross-domain (test)
76.7Dice Coefficient
22
MSD (test)
43.17PSNR
21
MSD Prostate
0.86Dice Coefficient
18
MSD Spleen
97.38Dice Score
18
MSD-B (test)
-0.65MRAE (Symmetric, 20%)
17
MSD In-Domain (test)
83.08Accuracy
16
MSD Task01
90.24WT Dice
16
MSD-Liver
96DSC
15
MSD
93.2Dice Score
15
MSD strong generalization
0.334AOA Recall@20
14
MSD (test)
33.3Recall@20
14
MSD
83.2Success Rate (SR)
12