Machine-Generated Text Detection on DetectRL (test)
50.56Detection Score (Llama-2-70b)Log-Rank-M
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Log-Rank-MTraining Text=Llama-2-70b2026.02 | 50.56 | 13.94 | 41.51 | 35.34 | — | |
| Likelihood-MTraining Text=Llama-2-70b2026.02 | 46.03 | 10.51 | 36.37 | 30.97 | — | |
| DNA-GPT-MTraining Text=Llama-2-70b2026.02 | 42.52 | 19.11 | 34.81 | 32.15 | — | |
| Log-RankTraining Text=Llama-2-70b2026.02 | 42.05 | 12.44 | 22.84 | 25.78 | — | |
| LikelihoodTraining Text=Llama-2-70b2026.02 | 38.37 | 10.21 | 25.66 | 24.75 | — | |
| DNA-GPTTraining Text=Llama-2-70b2026.02 | 36.56 | 19.7 | 30.38 | 28.88 | — | |
| DetectGPT-MTraining Text=Llama-2-70b2026.02 | 32.41 | 7.59 | 25.14 | 21.71 | — | |
| FastGPT-MTraining Text=Llama-2-70b2026.02 | 15.23 | 6.28 | 13.52 | 11.68 | — | |
| FastGPTTraining Text=Llama-2-70b2026.02 | 11.35 | 3.78 | 5.02 | 6.72 | — | |
| DetectGPTTraining Text=Llama-2-70b2026.02 | 4.15 | 2.94 | 1.71 | 2.93 | — | |
| Entropy-MTraining Text=Llama-2-70b2026.02 | 2.69 | 0.67 | 9.17 | 4.18 | — | |
| EntropyTraining Text=Llama-2-70b2026.02 | 2.03 | 0.25 | 6.95 | 3.07 | — |