OASIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
OASIS-3 (test)
93.6Accuracy
77
OASIS (test)
87Dice Coefficient
57
OASIS (test)
94.42Dice
29
OASIS-3 (longitudinal cohort)
78.08AUC
28
OASIS Brain-MRI 2
85CMC-R1
26
OASIS
90.05Dice
22
OASIS
99Accuracy
21
OASIS 3 (five-fold cross-validation)
94.6AUC
20
OASIS-3 (five-fold cross-validation)
87.14AUC
20
OASIS
93.4Accuracy
19
OASIS
5.552Accuracy
19
OASIS-3
61.86Accuracy
19
OASIS CORR (test)
90.01Accuracy
16
OASIS3 cross-cohort robustness (test)
1.35Mean Absolute Error (MAE)
15
2D OASIS
76.1Dice
14
OASIS Learn2Reg challenge task 3 2021 (val)
86.2DSC
14
OASIS
84.16Acc
13
OASIS (test)
86.41AUC
13
OASIS-MRI
79.3PSNR
13
OASIS (test)
69DSC (Structure 23)
13
OASIS
22.3Mean Angular Error
12
OASIS CDR 3-cls n=1324 (5-fold cross-validation)
57.9Accuracy
11
OASIS Brain MRI (test)
81.97DSC35
11
OASIS Brain MRI (test)
89.02Mean Dice
11
OASIS 2D Brain MRI 1
0.83DSC
11