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ResearchFormerly WizWand

Suicide Detection on Reddit Suicide Detection (test)

85.43RecallMentalLongformer
59.502866.233972.96579.6961May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MentalLongformerLearning Setting=Centralized2026.0585.4385.44
MentalBERTLearning Setting=Federated2026.0583.9584.09
BERTLearning Setting=Federated2026.0582.6582.8
RoBERTaLearning Setting=Centralized2026.0582.5982.63
DistilRoBERTaLearning Setting=Federated2026.0581.6381.79
MentalLongformerLearning Setting=Federated2026.0581.5681.73
RoBERTaLearning Setting=Federated2026.0581.5181.62
BERTLearning Setting=Centralized2026.0581.4881.6
DistilRoBERTaLearning Setting=Centralized2026.0581.1581.27
MentalBERTLearning Setting=Centralized2026.0579.8479.97
DistilBERTLearning Setting=Centralized2026.0579.2279.35
DistilBERTLearning Setting=Federated2026.0577.8177.75
Logistic RegressionLearning Setting=Federated2026.0565.2465.12
Logistic RegressionLearning Setting=Centralized2026.0560.559.62