Machine-Generated Text Detection on Reuters Dolly (test)
79.07TPR@FPR=1%DNA-GPT-M
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DNA-GPT-MTraining Generator=Dolly, Calibration=Markov-informed2026.02 | 79.07 | 98.81 | |
| DNA-GPTTraining Generator=Dolly, Calibration=None2026.02 | 70 | 98.9 | |
| FastGPT-MTraining Generator=Dolly, Calibration=Markov-informed2026.02 | 65.24 | 96.24 | |
| DetectGPT-MTraining Generator=Dolly, Calibration=Markov-informed2026.02 | 39.69 | 81.89 | |
| Likelihood-MTraining Generator=Dolly, Calibration=Markov-informed2026.02 | 35.42 | 77.41 | |
| Log-Rank-MTraining Generator=Dolly, Calibration=Markov-informed2026.02 | 35.42 | 76.52 | |
| EntropyTraining Generator=Dolly, Calibration=None2026.02 | 13.07 | 61.92 | |
| LikelihoodTraining Generator=Dolly, Calibration=None2026.02 | 12.4 | 58.77 | |
| FastGPTTraining Generator=Dolly, Calibration=None2026.02 | 12.18 | 82.45 | |
| Log-RankTraining Generator=Dolly, Calibration=None2026.02 | 10.49 | 43.51 | |
| Entropy-MTraining Generator=Dolly, Calibration=Markov-informed2026.02 | 9.91 | 52.47 | |
| DetectGPTTraining Generator=Dolly, Calibration=None2026.02 | 0 | 77.25 |