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Fake News Detection On Rawfc

Metrics

F1

Results

Performance results of various models on this benchmark

Model Name
F1
Paper TitleRepository
Persuasive Writing Strategy55.8Using Persuasive Writing Strategies to Explain and Detect Health Misinformation
Standard prompting with articles47.9Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
HiSS53.9Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
CoT44.4Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
CofCED51.1A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection
ReAct49.8Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method
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