LLM-generated text detection on DivScore (test)
98.03DeepSeek-R1 AUROCBinoculars
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BinocularsBackbone=LLaMA-3.2-1B2026.04 | 98.03 | 94.18 | 99.87 | 99.03 | 94.84 | 90.74 | 95.61 | 91.88 | 97.09 | 93.96 | |
| IRMBackbone=LLaMA-3.2-1B2026.04 | 97.39 | 93.67 | 99.27 | 97.77 | 99.08 | 96.74 | 97.95 | 94.25 | 98.42 | 96.61 | |
| ReMoDtectBackbone=LLaMA-3.2-1B2026.04 | 95.86 | 90.69 | 99.73 | 98.2 | 99.56 | 97.46 | 98.73 | 94.73 | 98.47 | 95.27 | |
| Log-LikelihoodBackbone=LLaMA-3.2-1B2026.04 | 88.64 | 86.11 | 98.87 | 97.68 | 85.96 | 81.5 | 90.37 | 87.47 | 90.96 | 88.19 | |
| Log-RankBackbone=LLaMA-3.2-1B2026.04 | 87.56 | 84.85 | 98.91 | 97.69 | 86.28 | 82.34 | 90.86 | 88.01 | 90.9 | 88.22 |