Machine-Generated Text Detection on HC3 COLING2025 (val)
99.99AUCRoBERTa-Base-ChatGPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RoBERTa-Base-ChatGPTBackbone=RoBERTa-Base, trained_on=HC32026.01 | 99.99 | 99.27 | |
| F-DetectGPT2026.01 | 99.94 | 97.19 | |
| DALD2026.01 | 99.76 | 97.19 | |
| Binoculars2026.01 | 99.59 | 97.19 | |
| RoBERTa-Base-GPT2Backbone=RoBERTa-Base2026.01 | 98.45 | 94.59 | |
| R-B MAGAmode=aligned2026.01 | 98.14 | 94.06 | |
| RoBERTa-Large-GPT2Backbone=RoBERTa-Large2026.01 | 94.88 | 89.34 | |
| SCRN2026.01 | 93.49 | 88.77 | |
| R-B MGBmode=unaligned2026.01 | 93.14 | 91.68 | |
| GLTR2026.01 | 92.37 | 91.13 | |
| LLMDet2026.01 | 90.23 | 81.34 | |
| GECSCORE2026.01 | 90.18 | 86.96 | |
| RADAR2026.01 | 90.16 | 84.74 |