Machine-Generated Text Detection on MAGE COLING2025 (val)
79.55AUCRoBERTa-Large-GPT2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-Large-GPT2Backbone=RoBERTa-Large2026.01 | 79.55 | 55.98 | |
| RoBERTa-Base-GPT2Backbone=RoBERTa-Base2026.01 | 76.4 | 55.19 | |
| SCRN2026.01 | 66.24 | 48.01 | |
| DALD2026.01 | 64.96 | 56.73 | |
| F-DetectGPT2026.01 | 64.67 | 56.67 | |
| R-B MAGAmode=aligned2026.01 | 64.63 | 47.67 | |
| Binoculars2026.01 | 63.79 | 58.89 | |
| RoBERTa-Base-ChatGPTBackbone=RoBERTa-Base2026.01 | 61.32 | 47.89 | |
| R-B MGBmode=unaligned2026.01 | 60.9 | 46.95 | |
| RADAR2026.01 | 58.43 | 45.08 | |
| GLTR2026.01 | 58.34 | 46.78 | |
| GECSCORE2026.01 | 53.67 | 40 | |
| LLMDet2026.01 | 50.13 | 47.27 |