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Behavioral Prediction research benchmarks · SOTA2 Research

Behavioral Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Big Five (participant-level)

0.48Mean

21

Feb 26, 2026

Woodward-like Behavioral Prediction Non-animate

Claude Opus 4.6

94Accuracy

9

Mar 27, 2026

Woodward-like Behavioral Prediction Animate

85Accuracy

9

Mar 27, 2026

CCNP Out-of-domain

0.33Externalizing Pearson Correlation

8

May 15, 2026

PNC (10-fold cross-val)

0.14Internalizing (Int.) PCC

8

May 15, 2026

ABCD CBIG release (10-fold cross-validation)

0.11Internalizing Pearson Correlation

6

May 15, 2026

Popular datasets

Woodward-like Behavioral Prediction ABCD Big Five PNC CCNP

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