Machine Text Detection on S1
91.8AUCToken Probability Deviation
Evaluation results
| Method | Links | |
|---|---|---|
| Token Probability DeviationModel=Qwen2.5-32B2025.10 | 91.8 | |
| Token Probability DeviationModel=Qwen2.5-14B2025.10 | 87 | |
| Token Probability DeviationModel=Qwen2.5-7B2025.10 | 85.5 | |
| DetectGPTModel=Qwen2.5-14B2025.10 | 51.2 | |
| DetectGPTModel=Qwen2.5-32B2025.10 | 50.1 | |
| DetectGPTModel=Qwen2.5-7B2025.10 | 49.5 | |
| BinocularsModel=Qwen2.5-14B2025.10 | 48.1 | |
| BinocularsModel=Qwen2.5-7B2025.10 | 48 | |
| Fast-DetectGPTModel=Qwen2.5-14B2025.10 | 45.9 | |
| Fast-DetectGPTModel=Qwen2.5-7B2025.10 | 44.3 | |
| BinocularsModel=Qwen2.5-32B2025.10 | 44.2 | |
| DetectLLMModel=Qwen2.5-14B2025.10 | 44.1 | |
| Fast-DetectGPTModel=Qwen2.5-32B2025.10 | 43.7 | |
| DetectLLMModel=Qwen2.5-32B2025.10 | 43.5 | |
| DetectLLMModel=Qwen2.5-7B2025.10 | 43 |