AI-Generated Text Detection on XSum (Efficiency/VRAM)
27.27Throughput (sample/s)Uncertainty
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UncertaintySetting=Black-box, Proxy Model=GPT-J-6B, Category=Probability-based2026.06 | 27.27 | 12.68 | |
| DetectLRRSetting=Black-box, Proxy Model=GPT-J-6B, Category=Probability-based2026.06 | 25 | 12.68 | |
| LastdeSetting=Black-box, Proxy Model=GPT-J-6B, Category=Probability-based2026.06 | 25 | 12.68 | |
| Fast-DetectGPTSetting=Black-box, Proxy Model=GPT-J-6B, Category=Sampling-based2026.06 | 23.08 | 12.68 | |
| Uncertainty++Setting=Black-box, Proxy Model=GPT-J-6B, Category=Sampling-based2026.06 | 18.75 | 12.68 | |
| Lastde++Setting=Black-box, Proxy Model=GPT-J-6B, Category=Sampling-based2026.06 | 12.5 | 12.68 |