AI-generated text detection on DetectRL Multi-Attack
99.56F1 Score (Prompt)SV-Detect
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SV-DetectTraining Source=Prompt2026.06 | 99.56 | 96 | 91.66 | 96.45 | |
| SV-DetectTraining Source=Mixing2026.06 | 99.02 | 98.46 | 97.38 | 98.75 | |
| SV-DetectTraining Source=Direct2026.06 | 98.93 | 96.54 | 95.46 | 96.91 | |
| SV-DetectTraining Source=Perturb2026.06 | 97.5 | 98.86 | 99.95 | 99.1 | |
| RoBERTa-BaseTraining Source=Prompt2026.06 | 97.18 | 94.98 | 86.18 | 92.92 | |
| SV-DetectTraining Source=Paraphrase2026.06 | 96.85 | 99.55 | 95.89 | 97.91 | |
| RoBERTa-BaseTraining Source=Direct2026.06 | 95.73 | 94.91 | 64.32 | 89.07 | |
| RoBERTa-BaseTraining Source=Paraphrase2026.06 | 93.66 | 98.26 | 78.81 | 78.81 | |
| RoBERTa-BaseTraining Source=Mixing2026.06 | 93.46 | 91.93 | 95.26 | 93.64 | |
| RoBERTa-BaseTraining Source=Perturb2026.06 | 87.01 | 91.46 | 98.66 | 91.38 | |
| Fast-DetectGPTTraining Source=Mixing2026.06 | 65.89 | 46.38 | 45.78 | 40.93 | |
| Fast-DetectGPTTraining Source=Direct2026.06 | 64.01 | 40.45 | 41.02 | 31.81 | |
| Fast-DetectGPTTraining Source=Perturb2026.06 | 64.01 | 40.45 | 41.14 | 31.93 | |
| Fast-DetectGPTTraining Source=Prompt2026.06 | 64 | 39.94 | 40.4 | 31.25 | |
| Fast-DetectGPTTraining Source=Paraphrase2026.06 | 61.54 | 38.32 | 36.86 | 27.9 |