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Hallucination Detection on Kaggle Mental Health Dataset
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84.9
F1-Score
XGBoost
81.156
82.128
83.1
84.072
Mar 17, 2026
F1-Score
ROC-AUC
Updated 9d ago
Evaluation Results
Method
Method
Links
F1-Score
ROC-AUC
XGBoost
Model=XGBoost
2026.03
84.9
91.3
LightGBM
Model=LightGBM
2026.03
84.6
91.3
CatBoost
Model=CatBoost
2026.03
83.9
91
Random Forest
Model=Random Forest
2026.03
82.7
90.8
MLP
Model=MLP
2026.03
81.3
91
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