Amos
Benchmarks
TaskDatasetSOTA resultTrendResults
AMOS 2022
91.32Dice Coefficient
101
AMOS 5% labeled
76.5Mean Dice
55
AMOS (test)
84.5DSC
34
AMOS MR
95Dice Score (AMOS MR)
32
AMOS MR
86.4Dice
25
AMOS folds 1-4 22 (dev)
89.58DSC
19
AMOS CT
85.21Dice Coefficient
19
AMOS CT 2020 (test)
93.4Liver Dice Score
16
AMOS MRI 2020 (test)
0.919Liver DSC
16
Amos 22 (test)
89.06DSC
16
AMOS Liver 22
97.87DSC
15
AMOS MRI
0.854Dice Coefficient
15
AMOS 2022 (test)
0.977Spleen DSC
14
AMOS-CT (val)
89.03Mean Dice
13
AMOS
65.181-shot Score
13
AMOS-CT (val)
90.5mDice
13
AMOS-MRI (test)
87.8mDice
13
AMOS
90.1Avg Score
13
AMOS-MM (external)
0.251RaTE Score
12
AMOS-MM-Report
25.32Precision
12
AMOS-MM
31.25QAScore
9
AMOS few-shot
0.534Mean Dice Score
9
AMOS CT → MR
95.5Liver
9
AMOS MR → CT
75.6Liver
9
AMOS CT 2022
85.46Dice Score (%)
7