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AI-generated text detection on Student Essays Out-of-Domain

97.7F1 ScoreGhostbuster
66.08474.29282.590.708May 24, 2023

Evaluation results

MethodLinks
GhostbusterSetting=Out-of-Domain, Training setting=Two domains, held-out evaluation2023.0597.7
Perplexity onlySetting=Out-of-Domain, Model type=Unsupervised2023.0593.4
GPTZeroSetting=Out-of-Domain, Model type=Unsupervised2023.0583.9
ROBERTaSetting=Out-of-Domain, Training setting=Two domains, held-out evaluation2023.0571.4
DetectGPTSetting=Out-of-Domain, Model type=Unsupervised2023.0567.3