LLM-generated text detection on XSum Fast-DetectGPT benchmark (300 samples)
0.958AUROCReMoDetect
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMoDetectDetection Time (secs)=8.7, Model Parameters=0.5B2024.05 | 0.958 | |
| Fast-DetectGPTDetection Time (secs)=62.7, Model Parameters=6B & 2.7B2024.05 | 0.919 | |
| Log-likelihoodDetection Time (secs)=11.7, Model Parameters=2.7B2024.05 | 0.886 | |
| DetectGPTDetection Time (secs)=7738.8, Model Parameters=3B & 2.7B2024.05 | 0.792 | |
| NPRDetection Time (secs)=7837.3, Model Parameters=3B & 2.7B2024.05 | 0.787 |