AI-Generated Text Detection on XSum
93.37TPRLAPD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAPDFPR threshold=0.5%, Zero-shot=true2026.04 | 93.37 | — | — | |
| RAIFPR threshold=0.5%, Zero-shot=true2026.04 | 77.7 | — | — | |
| Fast-DetectGPTFPR threshold=0.5%, Zero-shot=true2026.04 | 49.6 | — | — | |
| DNA-DetectLLMFPR threshold=0.5%, Zero-shot=true2026.04 | 41.87 | — | — | |
| Lastde++FPR threshold=0.5%, Zero-shot=true2026.04 | 40.63 | — | — | |
| Fast-DetectGPTEvaluation Setting=white-box2026.06 | — | 69 | 85.17 | |
| Lastde++Evaluation Setting=white-box2026.06 | — | 80.83 | 93.33 | |
| Uncertainty++Evaluation Setting=white-box2026.06 | — | 83.5 | 94.67 |