AI-generated text detection on RAID paraphrasing adversarial unified setting
67.52AccuracyAEyeDE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AEyeDESetting=Unified, Proxy Model=GPT-neo2026.04 | 67.52 | 67.5 | 99.55 | 80.45 | 62.21 | 4.8 | |
| GLTRSetting=Unified, Proxy Model=GPT-neo2026.04 | 67.17 | 67.15 | 100 | 80.35 | 66.77 | 6.98 | |
| LogRankSetting=Unified, Proxy Model=GPT-neo2026.04 | 67.17 | 67.15 | 100 | 80.35 | 65.5 | 10.65 | |
| BinocularsSetting=Unified, Proxy Model=GPT-neo2026.04 | 67.12 | 67.12 | 100 | 80.33 | 66.26 | 18.98 | |
| RankSetting=Unified, Proxy Model=GPT-neo2026.04 | 67.12 | 67.12 | 100 | 80.33 | 57.02 | 2.55 | |
| CurvatureSetting=Unified, Proxy Model=GPT-neo2026.04 | 67.02 | 67.12 | 99.7 | 80.23 | 70.38 | 19.88 | |
| RoBERTaSetting=Unified, Proxy Model=GPT-neo2026.04 | 66.21 | 67.89 | 94.22 | 78.92 | 72.87 | 16.58 |