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Machine Generated Text Detection on Essay ChatGPT-turbo (test)

94.36TPR@FPR=1%Likelihood-M
-3.774421.702847.1872.6572Feb 8, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Likelihood-MTraining data source=Dolly2026.0294.360.997
Log-Rank-MTraining data source=Dolly2026.0294.360.9965
Likelihood-MTraining Source=ChatGLM2026.0293.780.9954
DNA-GPT-MTraining Source=ChatGLM2026.0291.470.9954
Log-Rank-MTraining Source=ChatGLM2026.0290.620.9953
DNA-GPT-MTraining data source=Dolly2026.0286.930.9764
Log-RankTraining Source=ChatGLM2026.0280.890.9924
Log-RankTraining data source=Dolly2026.0280.890.9924
LikelihoodTraining Source=ChatGLM2026.0273.60.9913
LikelihoodTraining data source=Dolly2026.0273.60.9913
DNA-GPTTraining Source=ChatGLM2026.0265.160.9785
DNA-GPTTraining data source=Dolly2026.0259.020.9381
DetectGPT-MTraining data source=Dolly2026.0248.090.922
Entropy-MTraining Source=ChatGLM2026.0241.420.9688
Entropy-MTraining data source=Dolly2026.0240.620.9688
FastGPTTraining Source=ChatGLM2026.0216.890.8862
FastGPT-MTraining Source=ChatGLM2026.0216.220.6348
EntropyTraining Source=ChatGLM2026.0213.240.9594
EntropyTraining data source=Dolly2026.0213.240.9594
DetectGPT-MTraining Source=ChatGLM2026.026.360.6725
FastGPT-MTraining data source=Dolly2026.020.840.5461
DetectGPTTraining Source=ChatGLM2026.0200.179
DetectGPTTraining data source=Dolly2026.0200.179
FastGPTTraining data source=Dolly2026.0200.1138