Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Mental health and drug use prediction research benchmarks · SOTA2 Research

Mental health and drug use prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA 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

Popular datasets

Multimodal Mental Health Women with co-occurring disorders Mental health survey data Health dataset

Follow for updates

Join SOTA2 Contact