AI-Generated Text Detection on GPT-5 generated text
0.9408AUROCUncertainty++
Evaluation results
| Method | Links | |
|---|---|---|
| Uncertainty++Method Category=Sampling-based Methods, Setting=Black-box2026.06 | 0.9408 | |
| UncertaintyMethod Category=Probability-based Methods, Setting=Black-box2026.06 | 0.9324 | |
| Lastde++Method Category=Sampling-based Methods, Setting=Black-box2026.06 | 0.9095 | |
| LastdeMethod Category=Probability-based Methods, Setting=Black-box2026.06 | 0.8881 | |
| Fast-DetectGPTMethod Category=Sampling-based Methods, Setting=Black-box2026.06 | 0.8172 | |
| LikelihoodMethod Category=Probability-based Methods, Setting=Black-box2026.06 | 0.7297 | |
| DetectLRRMethod Category=Probability-based Methods, Setting=Black-box2026.06 | 0.6855 |