ABIDE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ABIDE-I AAL116 atlas (PITT)
82.5Accuracy
8
ABIDE-I AAL116 atlas (OLIN)
80.6Accuracy
8
ABIDE-I AAL116 atlas (OHSU)
0.786Accuracy
8
ABIDE-I NYU AAL116 atlas
80.4Accuracy
8
ABIDE-I AAL116 atlas (KKI)
76.4Accuracy
8
ABIDE-I AAL116 atlas (CALTECH)
76.3Accuracy
8
ABIDE-I Schaefer atlas (Leave-one-site-out cross-validation)
81.1Accuracy
8
ABIDE
80.5AUC
8
ABIDE (test)
62.54Accuracy
8
ABIDE
65.44Balanced Accuracy
8
ABIDE (external)
64.41Accuracy
8
ABIDE Schaefer atlas ground-truth data augmented at three levels
71.54Accuracy
7
ABIDE I (complete)
0.748Test Accuracy
7
ABIDE brain MRI public multi-site cohort (test)
32.921PSNR
6
ABIDE
0.014Reconstruction Error
6
ABIDE I (partial)
0.85Test Accuracy
6
ABIDE (test)
66.7Accuracy
6
ABIDE (random train-test splits)
0.089MMD
5
ABIDE
88.41Accuracy
5
ABIDE Schaefer atlas ground-truth data augmented at three levels
0.07Context-FID
4
ABIDE CC200 ROI atlas (test)
82.9AUROC
4
ABIDE 3 sites labeled (test)
5.1MAE (NYU Site)
4
ABIDE (test)
96SCA
4
ABIDE fMRI acquisitions D=200 Ntrain=100 Ntest=100 (held-out)
30.96Out-of-Sample NLL
3
ABIDE linear probe
65.13Balanced Accuracy
3