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AI-generated text detection on Creative Writing Out-of-Domain

95.7F1 ScoreROBERTa
46.359.12571.9584.775May 24, 2023

Evaluation results

MethodLinks
ROBERTaSetting=Out-of-Domain, Training setting=Two domains, held-out evaluation2023.0595.7
GhostbusterSetting=Out-of-Domain, Training setting=Two domains, held-out evaluation2023.0595.3
GPTZeroSetting=Out-of-Domain, Model type=Unsupervised2023.0593.1
Perplexity onlySetting=Out-of-Domain, Model type=Unsupervised2023.0549
DetectGPTSetting=Out-of-Domain, Model type=Unsupervised2023.0548.2