Machine-generated Text Detection on DetectRL Writing
99.99AUROCRoBERTa-Base
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-Base2026.06 | 99.99 | 99.65 | |
| SV-Detect2026.06 | 99.98 | 99.6 | |
| XLM-RoBERTa-Large2026.06 | 99.85 | 98.31 | |
| XLM-RoBERTa-Base2026.06 | 99.84 | 98.76 | |
| RoBERTa-Large2026.06 | 99.54 | 97.73 | |
| Binoculars2026.06 | 94.38 | 79.73 | |
| Fast-DetectGPT2026.06 | 74.21 | 67.84 | |
| Revise-Detect.2026.06 | 73.24 | 64.29 | |
| Log-Likelihood2026.06 | 68 | 59.38 | |
| Log-Rank2026.06 | 67.58 | 57.57 | |
| LRR2026.06 | 64.65 | 53.09 | |
| DetectGPT2026.06 | 58.95 | 50.83 | |
| Rank2026.06 | 56.26 | 50.9 | |
| NPR2026.06 | 54.96 | 52.3 | |
| Entropy2026.06 | 39.06 | 20.55 |