ABIDE
Benchmarks
TaskDatasetSOTA resultTrendResults
ABIDE-I LEUVEN AAL116 atlas
79.7Accuracy
60
ABIDE
91.4AUROC
39
ABIDE (test)
86.4Accuracy
37
ABIDE-I AAL116 atlas
87.5Accuracy
22
ABIDE NYU center (test)
72.4Accuracy
22
ABIDE-120 Five-fold (cross-val)
66.92Accuracy
18
ABIDE-300 (Five-fold cross-val)
69.47Accuracy
18
ABIDE-240 (Five-fold cross-validation)
71.33Accuracy
18
ABIDE 180 (Five-fold cross-validation)
63.99Accuracy
18
ABIDE (NYU site)
78.7Accuracy
17
ABIDE-I 14 (test)
69.7Accuracy
17
ABIDE-I
75.45Accuracy
16
ABIDE CC200
63.74AUC
16
ABIDE
65.53AUC
16
ABIDE resting-state functional MRI (rs-fMRI)
0.993Silhouette Score
15
ABIDE-I Schaefer atlas
79.34Accuracy
14
ABIDE (LOSO (Leave-One-Site-Out))
66.8NYU Performance
13
ABIDE (test)
4.93MAE (NYU Site)
13
ABIDE-I (test)
72.03Accuracy
12
ABIDE
0.062MSE
12
ABIDE H1 I (children < 13 vs. adults ≥ 18)
0.001P-value
12
ABIDE H0 I (children < 13 vs. adults ≥ 18)
0.006P-value
12
ABIDE 10-fold (val)
72.21Accuracy
12
ABIDE
74.98AUC
12
ABIDE
72.47Accuracy
12