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

92.53TPR@FPR=1%DNA-GPT-M
-3.701221.281946.26571.2481Feb 8, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DNA-GPT-MTraining Source=ChatGLM2026.0292.5399.58
Log-Rank-MTraining data source=Dolly2026.0289.0299.4
Likelihood-MTraining data source=Dolly2026.0288.0999.48
Likelihood-MTraining Source=ChatGLM2026.0287.8799.22
DNA-GPT-MTraining data source=Dolly2026.0287.8297.67
Log-Rank-MTraining Source=ChatGLM2026.0286.7699.2
Log-RankTraining Source=ChatGLM2026.0279.0798.95
Log-RankTraining data source=Dolly2026.0279.0798.95
DNA-GPTTraining Source=ChatGLM2026.0269.9198.09
LikelihoodTraining Source=ChatGLM2026.0268.6298.79
LikelihoodTraining data source=Dolly2026.0268.6298.79
DNA-GPTTraining data source=Dolly2026.026493.95
DetectGPT-MTraining data source=Dolly2026.0246.0993.95
Entropy-MTraining Source=ChatGLM2026.0232.0993.13
Entropy-MTraining data source=Dolly2026.0232.0993.15
FastGPT-MTraining Source=ChatGLM2026.0229.8791.55
FastGPT-MTraining data source=Dolly2026.0228.0489.67
DetectGPT-MTraining Source=ChatGLM2026.0217.8780.53
EntropyTraining Source=ChatGLM2026.027.1689.49
EntropyTraining data source=Dolly2026.027.1689.49
FastGPTTraining Source=ChatGLM2026.021.6467.68
DetectGPTTraining Source=ChatGLM2026.02046.4
DetectGPTTraining data source=Dolly2026.02046.4
FastGPTTraining data source=Dolly2026.02032.32