Machine-generated Text Detection on DetectRL Mixing Attack
99.83AUROC (%)SV-Detect
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SV-Detect2026.06 | 99.83 | 98.75 | |
| RoBERTa-Base2026.06 | 99.12 | 98.76 | |
| XLM-RoBERTa-Base2026.06 | 99.01 | 98.56 | |
| XLM-RoBERTa-Large2026.06 | 98.67 | 97.89 | |
| RoBERTa-Large2026.06 | 97.56 | 96.34 | |
| Binoculars2026.06 | 89.12 | 83.67 | |
| Fast-DetectGPT2026.06 | 67.23 | 59.78 | |
| LRR2026.06 | 66.12 | 53.81 | |
| Revise-Detect.2026.06 | 65.27 | 54.39 | |
| Log-Rank2026.06 | 64.63 | 56.86 | |
| Log-Likelihood2026.06 | 63.7 | 53.31 | |
| DNA-GPT2026.06 | 62.14 | 50.89 | |
| Rank2026.06 | 52.05 | 42.46 | |
| Entropy2026.06 | 49.37 | 28.52 | |
| NPR2026.06 | 48.63 | 37.65 | |
| DetectGPT2026.06 | 26.28 | 0 |