Machine-generated Text Detection on DetectRL Review
99.97AUROCRoBERTa-Base
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-Base2026.06 | 99.97 | 99.5 | |
| SV-Detect2026.06 | 99.96 | 99.3 | |
| XLM-RoBERTa-Base2026.06 | 99.88 | 99.05 | |
| RoBERTa-Large2026.06 | 99.76 | 98.9 | |
| XLM-RoBERTa-Large2026.06 | 96.4 | 92.66 | |
| Binoculars2026.06 | 90 | 84.32 | |
| Fast-DetectGPT2026.06 | 77.02 | 71.62 | |
| LRR2026.06 | 76.61 | 68.99 | |
| Log-Rank2026.06 | 76.4 | 69.88 | |
| Log-Likelihood2026.06 | 75.84 | 67.22 | |
| Revise-Detect.2026.06 | 75.01 | 68.71 | |
| Rank2026.06 | 55.08 | 51.9 | |
| NPR2026.06 | 50.09 | 45.39 | |
| DetectGPT2026.06 | 44.43 | 35.25 | |
| Entropy2026.06 | 28.82 | 2.14 |