Machine-Generated Text Detection on Reuters ChatGPT
90.27TPR @ FPR=1%Log-Rank-M
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Log-Rank-MTraining Source=ChatGPT-turbo2026.02 | 90.27 | 98.63 | |
| Likelihood-MTraining Source=ChatGPT-turbo2026.02 | 90.13 | 98.72 | |
| Log-RankTraining Source=ChatGPT-turbo2026.02 | 86.22 | 97.77 | |
| LikelihoodTraining Source=ChatGPT-turbo2026.02 | 81.07 | 97.55 | |
| DetectGPT-MTraining Source=ChatGPT-turbo2026.02 | 26.71 | 89.36 | |
| Entropy-MTraining Source=ChatGPT-turbo2026.02 | 16.18 | 79.38 | |
| DNA-GPT-MTraining Source=ChatGPT-turbo2026.02 | 6.44 | 87.32 | |
| DNA-GPTTraining Source=ChatGPT-turbo2026.02 | 4.31 | 63.85 | |
| EntropyTraining Source=ChatGPT-turbo2026.02 | 2.49 | 64.65 | |
| FastGPTTraining Source=ChatGPT-turbo2026.02 | 2.04 | 60.44 | |
| FastGPT-MTraining Source=ChatGPT-turbo2026.02 | 0.22 | 35.93 | |
| DetectGPTTraining Source=ChatGPT-turbo2026.02 | 0 | 42.82 |