Depression Text Classifier

ensemble of three transformer models — averaged probabilities

DeBERTa-v3 MentalRoBERTa RoBERTa

✏️ Input Text

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ENSEMBLE CONFIDENCE

Per-Model Scores (P(depressed))

DeBERTa-v3

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MentalRoBERTa

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RoBERTa

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⚠️ This tool is for research purposes only.
It is not a medical diagnostic tool. Please consult a qualified mental health professional.