OASIS
Benchmarks
TaskDatasetSOTA resultTrendResults
OASIS 2 cl.
92.88Accuracy
6
OASIS
0.83mAUC
6
OASIS MRI (90:10)
99.93Accuracy
6
OASIS 28 structures (test)
0.005Jacobian Non-Positive Ratio (r_D)
6
OASIS Learn2Reg challenge task 3 2021 (test)
82DSC
6
OASIS -> ADNI Zero-shot transfer
81.57F1 Score
6
OASIS-3 External (test)
0.003MSE
5
OASIS Brain MRI 1
69.7Accuracy
4
Oasis-1 brain dataset
0.89KID 2D (Coronal)
4
OASIS-3 T1-w (test)
91Dice Transfer
4
OASIS Learn2Reg 19 pairs (val)
74.8Dice
3
OASIS (AD/CN) 1 (test)
78Accuracy
3
OASIS
0.304CV GM
3
OASIS demented patients versus healthy controls
0.75Balanced Accuracy
3
OASIS Kaggle MRI (70:30)
99.68Accuracy
3
OASIS
79.7DICE
3
OASIS 19 pairs
82.93Mean Dice
2
OASIS
0.869Pearson Correlation (r)
1
OASIS-1 235 subjects (5-fold subject CV)
72.34Accuracy
1
OASIS-1 200 subjects (subject-level split)
66Accuracy
1
OASIS-1 416 subjects (subject-level 5-fold CV)
63Accuracy
1
OASIS-1 (80:20)
99.79Accuracy
1
OASIS-1 (90:10)
98.19Accuracy
1
OASIS 128x128
—Primary metric
0