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ResearchFormerly WizWand

Mental health and drug use prediction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Drug-affected individuals multidimensional

PCA-IG + GAN oversampling + DA-XGBoost

94.17Accuracy

1

Jun 23, 2026

Mental health dataset

ML with SHAP & LIME

89.4Accuracy

1

Jun 23, 2026

Multimodal clinical neuroimaging behavioral

Deep learning / multimodal AI

88.2Accuracy

1

Jun 23, 2026

Health dataset Imbalanced

GAN-based synthetic data + ML

85.3Accuracy

1

Jun 23, 2026

Mental health survey data

Cross Gradient Booster (Random Forest)

79.78Accuracy

1

Jun 23, 2026

Women with co-occurring disorders

Random Forest + XGBoost

75.1Accuracy

1

Jun 23, 2026