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ResearchFormerly WizWand

Content Authenticity Detection on AI Content Detection Dataset (test)

97.2AccuracyFEST
59.34469.1727988.828Jun 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FESTClassifier=RF, Backbone=GPT-4o-mini2026.0697.2
FESTClassifier=XGB, Backbone=GPT-4o-mini2026.0694.4
FESTClassifier=DT, Backbone=GPT-4o-mini2026.0691.2
FelixClassifier=XGB, Backbone=GPT-4o-mini2026.0691.2
FelixClassifier=RF, Backbone=GPT-4o-mini2026.0688.8
FelixClassifier=LR, Backbone=GPT-4o-mini2026.0688.4
FESTClassifier=MLP, Backbone=GPT-4o-mini2026.0688.4
FelixClassifier=MLP, Backbone=GPT-4o-mini2026.0687.6
Few-Shot LLMClassifier=RF, Backbone=GPT-4o-mini2026.0686.8
Zero-Shot LLMClassifier=XGB, Backbone=GPT-4o-mini2026.0685.2
FESTClassifier=LR, Backbone=GPT-4o-mini2026.0684
Zero-Shot LLMClassifier=LR, Backbone=GPT-4o-mini2026.0683.6
Few-Shot LLMClassifier=XGB, Backbone=GPT-4o-mini2026.0683.6
FelixClassifier=DT, Backbone=GPT-4o-mini2026.0681.6
Zero-Shot LLMClassifier=RF, Backbone=GPT-4o-mini2026.0681.2
Zero-Shot LLMClassifier=MLP, Backbone=GPT-4o-mini2026.0678.4
Few-Shot LLMClassifier=DT, Backbone=GPT-4o-mini2026.0674
Zero-Shot LLMClassifier=DT, Backbone=GPT-4o-mini2026.0670.4
Few-Shot LLMClassifier=MLP, Backbone=GPT-4o-mini2026.0664.4
Few-Shot LLMClassifier=LR, Backbone=GPT-4o-mini2026.0660.8