Machine-generated Text Detection on DetectRL Claude
0.9998AUROCRoBERTa-Base
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-Base2026.06 | 0.9998 | 0.998 | |
| SV-Detect2026.06 | 0.9991 | 0.9891 | |
| XLM-RoBERTa-Base2026.06 | 0.9826 | 0.9748 | |
| RoBERTa-Large2026.06 | 0.9623 | 0.9248 | |
| XLM-RoBERTa-Large2026.06 | 0.9167 | 0.8424 | |
| Binoculars2026.06 | 0.5515 | 0.3935 | |
| Entropy2026.06 | 0.5225 | 0.3042 | |
| Revise-Detect.2026.06 | 0.4987 | 0.2728 | |
| DNA-GPT2026.06 | 0.4888 | 0.2567 | |
| Log-Likelihood2026.06 | 0.4332 | 0.281 | |
| Log-Rank2026.06 | 0.4332 | 0.3012 | |
| LRR2026.06 | 0.433 | 0.1891 | |
| Rank2026.06 | 0.4168 | 0.2278 | |
| NPR2026.06 | 0.4164 | 0.3291 | |
| DetectGPT2026.06 | 0.3286 | 0.1256 | |
| Fast-DetectGPT2026.06 | 0.3001 | 0 |