Machine-generated Text Detection on DetectRL Perturbation Attack
99.99AUROCSV-Detect
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SV-Detect2026.06 | 99.99 | 99.95 | |
| XLM-RoBERTa-Base2026.06 | 98.56 | 97.89 | |
| RoBERTa-Base2026.06 | 98.32 | 97.45 | |
| XLM-RoBERTa-Large2026.06 | 97.89 | 96.34 | |
| RoBERTa-Large2026.06 | 96.12 | 94.67 | |
| Binoculars2026.06 | 76.89 | 69.34 | |
| Entropy2026.06 | 68.62 | 68.95 | |
| Fast-DetectGPT2026.06 | 49.56 | 41.23 | |
| LRR2026.06 | 45.91 | 29.27 | |
| Revise-Detect.2026.06 | 43.98 | 7.56 | |
| DNA-GPT2026.06 | 40.45 | 2.73 | |
| Log-Rank2026.06 | 37.71 | 0.78 | |
| Log-Likelihood2026.06 | 35.51 | 0.78 | |
| DetectGPT2026.06 | 18.21 | 0 | |
| Rank2026.06 | 8.04 | 0 | |
| NPR2026.06 | 6.78 | 0 |