Machine-generated Text Detection on DetectRL Llama-2
99.99AUROCSV-Detect
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SV-Detect2026.06 | 99.99 | 99.6 | |
| RoBERTa-Base2026.06 | 99.84 | 99.45 | |
| XLM-RoBERTa-Base2026.06 | 99.69 | 98.57 | |
| XLM-RoBERTa-Large2026.06 | 99.66 | 97.67 | |
| Binoculars2026.06 | 96.64 | 92.3 | |
| RoBERTa-Large2026.06 | 86.72 | 76.17 | |
| LRR2026.06 | 83.65 | 75.51 | |
| Log-Rank2026.06 | 77.97 | 66.66 | |
| Fast-DetectGPT2026.06 | 76.79 | 69.08 | |
| Log-Likelihood2026.06 | 75.65 | 65.9 | |
| Revise-Detect.2026.06 | 75.65 | 65.87 | |
| DNA-GPT2026.06 | 75.22 | 62.89 | |
| Rank2026.06 | 57.05 | 54.4 | |
| NPR2026.06 | 52.53 | 48.68 | |
| Entropy2026.06 | 43.48 | 66.75 | |
| DetectGPT2026.06 | 36.71 | 20.4 |