LGT Detection on MGTBench WritingPrompts
100AUROCReMoDetect
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMoDetectSource Model=GPT3.5 Turbo2024.05 | 100 | |
| ReMoDetectSource Model=GPT4 Turbo2024.05 | 99.9 | |
| ReMoDetectSource Model=Llama3 70B2024.05 | 99.8 | |
| ReMoDetectSource Model=Gemini pro2024.05 | 99.8 | |
| Fast-DetectGPTSource Model=Gemini pro2024.05 | 99.2 | |
| Fast-DetectGPTSource Model=Llama3 70B2024.05 | 99.1 | |
| ReMoDetectSource Model=Claude2024.05 | 99.1 | |
| Loglik.Source Model=Llama3 70B2024.05 | 97.3 | |
| Loglik.Source Model=GPT4 Turbo2024.05 | 94.2 | |
| Fast-DetectGPTSource Model=GPT4 Turbo2024.05 | 93 | |
| Fast-DetectGPTSource Model=GPT3.5 Turbo2024.05 | 91.7 | |
| Loglik.Source Model=Gemini pro2024.05 | 91.7 | |
| LRRSource Model=Llama3 70B2024.05 | 91.1 | |
| RankSource Model=GPT4 Turbo2024.05 | 91 | |
| RankSource Model=Llama3 70B2024.05 | 90.8 | |
| RankSource Model=GPT3.5 Turbo2024.05 | 90.2 | |
| Loglik.Source Model=GPT3.5 Turbo2024.05 | 89.8 | |
| Loglik.Source Model=Claude2024.05 | 88.4 | |
| OpenAI-DetectorSource Model=Llama3 70B2024.05 | 86.6 | |
| LRRSource Model=GPT4 Turbo2024.05 | 85.2 | |
| RankSource Model=Gemini pro2024.05 | 82 | |
| RankSource Model=Claude2024.05 | 80 | |
| ChatGPT-DetectorSource Model=Llama3 70B2024.05 | 77.3 | |
| LRRSource Model=GPT3.5 Turbo2024.05 | 77.2 | |
| LRRSource Model=Gemini pro2024.05 | 76.7 | |
| Fast-DetectGPTSource Model=Claude2024.05 | 74.1 | |
| ChatGPT-DetectorSource Model=Gemini pro2024.05 | 73.4 | |
| LRRSource Model=Claude2024.05 | 71.2 | |
| OpenAI-DetectorSource Model=Gemini pro2024.05 | 68.8 | |
| OpenAI-DetectorSource Model=GPT4 Turbo2024.05 | 68.2 | |
| ChatGPT-DetectorSource Model=GPT4 Turbo2024.05 | 67.9 | |
| NPRSource Model=Gemini pro2024.05 | 67.3 | |
| ChatGPT-DetectorSource Model=GPT3.5 Turbo2024.05 | 66.3 | |
| DetectGPTSource Model=Gemini pro2024.05 | 63.9 | |
| NPRSource Model=Claude2024.05 | 60.7 | |
| NPRSource Model=Llama3 70B2024.05 | 60.4 | |
| DetectGPTSource Model=Claude2024.05 | 60 | |
| DetectGPTSource Model=Llama3 70B2024.05 | 57.2 | |
| NPRSource Model=GPT4 Turbo2024.05 | 55.3 | |
| DetectGPTSource Model=GPT4 Turbo2024.05 | 53.5 | |
| DetectGPTSource Model=GPT3.5 Turbo2024.05 | 52.9 | |
| OpenAI-DetectorSource Model=GPT3.5 Turbo2024.05 | 50.8 | |
| NPRSource Model=GPT3.5 Turbo2024.05 | 48.3 | |
| OpenAI-DetectorSource Model=Claude2024.05 | 46.2 | |
| ChatGPT-DetectorSource Model=Claude2024.05 | 26.7 |