Machine-generated Text Detection on DetectRL Direct Attack
99.99AUROCSV-Detect
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SV-Detect2026.06 | 99.99 | 99.7 | |
| RoBERTa-Base2026.06 | 99.87 | 99.6 | |
| XLM-RoBERTa-Base2026.06 | 99.56 | 99.12 | |
| XLM-RoBERTa-Large2026.06 | 99.45 | 98.67 | |
| RoBERTa-Large2026.06 | 98.73 | 97.83 | |
| Binoculars2026.06 | 94.87 | 89.73 | |
| Log-Likelihood2026.06 | 89.25 | 82.09 | |
| Log-Rank2026.06 | 89.25 | 81.45 | |
| DNA-GPT2026.06 | 88.01 | 80.78 | |
| Revise-Detect.2026.06 | 86.88 | 79.61 | |
| LRR2026.06 | 85.83 | 77.4 | |
| Rank2026.06 | 83.5 | 76.27 | |
| Fast-DetectGPT2026.06 | 79.56 | 72.45 | |
| NPR2026.06 | 77.98 | 71.61 | |
| DetectGPT2026.06 | 52.84 | 40.9 | |
| Entropy2026.06 | 26.47 | 0 |