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Behavioral prediction on ABCD CBIG release (10-fold cross-validation)
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0.11
Internalizing Pearson Correlation
NERVE
0.0372
0.0561
0.075
0.0939
May 13, 2026
Internalizing Pearson Correlation
Externalizing Pearson Correlation
Total Pearson Correlation
Updated 19d ago
Evaluation Results
Method
Method
Links
Internalizing Pearson Correlation
Externalizing Pearson Correlation
Total Pearson Correlation
NERVE
Protocol=SSL pre-train...
2026.05
0.11
0.09
0.13
GraphMAE
Protocol=SSL pre-train...
2026.05
0.06
0.06
0.06
BrainMass
Protocol=SSL pre-train...
2026.05
0.06
0.08
0.01
BrainNetCNN
Protocol=Supervised en...
2026.05
0.05
0.08
0.11
BrainGNN
Protocol=Supervised en...
2026.05
0.05
0.08
0.06
BrainGSLs
Protocol=SSL pre-train...
2026.05
0.04
0.05
0.05
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