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ResearchFormerly WizWand

Behavioral prediction on ABCD CBIG release (10-fold cross-validation)

0.11Internalizing Pearson CorrelationNERVE
0.03720.05610.0750.0939May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
NERVEProtocol=SSL pre-training + downstream KRR, Input=FC matrices2026.050.110.090.13
GraphMAEProtocol=SSL pre-training + downstream KRR, Input=FC matrices2026.050.060.060.06
BrainMassProtocol=SSL pre-training + downstream KRR, Input=FC matrices2026.050.060.080.01
BrainNetCNNProtocol=Supervised end-to-end, Input=FC matrices2026.050.050.080.11
BrainGNNProtocol=Supervised end-to-end, Input=FC matrices2026.050.050.080.06
BrainGSLsProtocol=SSL pre-training + downstream KRR, Input=FC matrices2026.050.040.050.05