ResearchBenchmarksAuthenticity detection on OmniFake 1.0 (Average)Follow95.58AccuracyOmniDFA55.706466.058276.4186.7618Sep 30, 2025Evaluation ResultsMethodMethodLinksAccuracyAPOmniDFAzero-shot=truezero-shot=true2025.0995.5896.97ComForzero-shot=truezero-shot=true2025.0989.7593.13AIDEzero-shot=truezero-shot=true2025.0988.0194.1SAFEzero-shot=truezero-shot=true2025.0984.7990.8FSDzero-shot=truezero-shot=true2025.0982.51—NPRzero-shot=truezero-shot=true2025.0979.2878.57UnivFDzero-shot=truezero-shot=true2025.0957.2462