LLM-Generated Text Detection on LGT Detection
99AUROCkNNProxy
Evaluation results
| Method | Links | |
|---|---|---|
| kNNProxyProxy Alignment=✔, Training-free=✔, Query Complexity=O(1), Domain Control=✔2026.04 | 99 | |
| GlimpseProxy Alignment=✔, Training-free=✔, Query Complexity=O(n), Domain Control=✘2026.04 | 93 | |
| DALDProxy Alignment=✔, Training-free=✘, Query Complexity=O(1), Domain Control=✘2026.04 | 92.3 | |
| Fast-DetectGPTProxy Alignment=✘, Training-free=✔, Query Complexity=N/A, Domain Control=✘2026.04 | 89.3 |