ABCD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ABCD+
0.729PRI
34
ABCD-ADHD
67.26Accuracy
31
ABCD-OCD
70.62F1 Score
30
ABCD
58.55Macro Score
24
ABCD
80.75Accuracy
22
ABCD (test)
32.4PSNR
18
ABCD Anx
58.16Accuracy
15
ABCD-Anx
62.15F1 Score
15
ABCD-ADHD
65.5F1 Score
15
ABCD v1 (test)
0Avg Cost per Query
10
ABCD Composite Intelligence
81.35MSE
9
ABCD Crystallized Intelligence
50.47MSE
9
ABCD Fluid Intelligence
109.61MSE
9
ABCD
96.2AUROC
9
ABCD 1.0 (test)
61.2Macro Score
8
ABCD fMRI
0.682Accuracy
7
ABCD CBIG release (10-fold cross-validation)
0.11Internalizing Pearson Correlation
6
ABCD (test)
26.53PSNR
6
ABCD (test)
27.24PSNR
6
ABCD 4-year longitudinal
84.71Accuracy
6
ABCD
2.9MAE
6
ABCD entity-dependent
96Accuracy
6
ABCD overall
95Accuracy
6
ABCD
0Mean Topic Distance
6
ABCD
100Accuracy
6