Machine-generated Text Detection on DetectRL PaLM-2
99.94AUROCRoBERTa-Base
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-Base2026.06 | 99.94 | 99.4 | |
| SV-Detect2026.06 | 99.88 | 99.36 | |
| XLM-RoBERTa-Base2026.06 | 98.77 | 97.19 | |
| XLM-RoBERTa-Large2026.06 | 98.73 | 94.43 | |
| RoBERTa-Large2026.06 | 97.93 | 92.64 | |
| Binoculars2026.06 | 93.3 | 88.2 | |
| DNA-GPT2026.06 | 71.48 | 60.77 | |
| LRR2026.06 | 71.17 | 65.51 | |
| Log-Rank2026.06 | 70.89 | 63.09 | |
| Log-Likelihood2026.06 | 70.03 | 60.73 | |
| Revise-Detect.2026.06 | 69.84 | 59.03 | |
| Fast-DetectGPT2026.06 | 65.99 | 57.58 | |
| Rank2026.06 | 50.4 | 41.74 | |
| Entropy2026.06 | 45.34 | 16.56 | |
| NPR2026.06 | 44.64 | 34.77 | |
| DetectGPT2026.06 | 26.72 | 0 |