AI-generated text detection on XSum, SQuAD, WritingPrompts (Phi2-2.7 generated)
98.75AUROCLastde++
Evaluation Results
| Method | Links | |
|---|---|---|
| Lastde++Detection Setting=White-box, Method Category=Sampling-based2026.06 | 98.75 | |
| Fast-DetectGPTDetection Setting=White-box, Method Category=Sampling-based2026.06 | 98.1 | |
| UncertaintyDetection Setting=White-box, Method Category=Probability-based2026.06 | 97.95 | |
| Uncertainty++Detection Setting=White-box, Method Category=Sampling-based2026.06 | 97.26 | |
| LastdeDetection Setting=White-box, Method Category=Probability-based2026.06 | 96.96 | |
| DetectLRRDetection Setting=White-box, Method Category=Probability-based2026.06 | 94.11 | |
| DetectNPRDetection Setting=White-box, Method Category=Sampling-based2026.06 | 93.06 | |
| LogRankDetection Setting=White-box, Method Category=Probability-based2026.06 | 92.12 | |
| LikelihoodDetection Setting=White-box, Method Category=Probability-based2026.06 | 89.67 | |
| DetectGPTDetection Setting=White-box, Method Category=Sampling-based2026.06 | 89.55 | |
| DNA-GPTDetection Setting=White-box, Method Category=Sampling-based2026.06 | 88 |