LGT Detection on WritingPrompts small Fast-DetectGPT benchmark (test)
99.9AUROCFast-DetectGPT
Evaluation Results
| Method | Links | |
|---|---|---|
| Fast-DetectGPTModel=Llama3 70B2024.05 | 99.9 | |
| ReMoDetectModel=GPT3.5 Turbo2024.05 | 99.8 | |
| ReMoDetectModel=GPT4 Turbo2024.05 | 99.8 | |
| ReMoDetectModel=Llama3 70B2024.05 | 99.5 | |
| ReMoDetectModel=Claude 3 Opus2024.05 | 99.5 | |
| Fast-DetectGPTModel=GPT4 Turbo2024.05 | 99.4 | |
| Fast-DetectGPTModel=GPT3.5 Turbo2024.05 | 99.2 | |
| ReMoDetectModel=GPT42024.05 | 98.8 | |
| Log-likelihoodModel=GPT4 Turbo2024.05 | 97.6 | |
| Log-likelihoodModel=GPT3.5 Turbo2024.05 | 97.4 | |
| Log-likelihoodModel=Llama3 70B2024.05 | 97.1 | |
| Fast-DetectGPTModel=GPT42024.05 | 96.1 | |
| NPRModel=Llama3 70B2024.05 | 95.8 | |
| DetectGPTModel=Llama3 70B2024.05 | 95.5 | |
| DetectGPTModel=GPT3.5 Turbo2024.05 | 94.7 | |
| NPRModel=GPT3.5 Turbo2024.05 | 94.2 | |
| Log-likelihoodModel=Claude 3 Opus2024.05 | 93.8 | |
| Fast-DetectGPTModel=Claude 3 Opus2024.05 | 93.5 | |
| LRRModel=GPT4 Turbo2024.05 | 92.9 | |
| DetectGPTModel=GPT4 Turbo2024.05 | 92.8 | |
| NPRModel=GPT4 Turbo2024.05 | 92.5 | |
| DetectGPTModel=Claude 3 Opus2024.05 | 91.9 | |
| NPRModel=Claude 3 Opus2024.05 | 91.8 | |
| LRRModel=Llama3 70B2024.05 | 90.1 | |
| LRRModel=GPT3.5 Turbo2024.05 | 89.6 | |
| LRRModel=Claude 3 Opus2024.05 | 86.5 | |
| ReMoDetectModel=Gemini pro2024.05 | 86.4 | |
| Log-likelihoodModel=GPT42024.05 | 85.5 | |
| NPRModel=Gemini pro2024.05 | 81.1 | |
| DetectGPTModel=GPT42024.05 | 80.9 | |
| RankModel=GPT4 Turbo2024.05 | 80.8 | |
| RankModel=GPT3.5 Turbo2024.05 | 80.7 | |
| NPRModel=GPT42024.05 | 78 | |
| Fast-DetectGPTModel=Gemini pro2024.05 | 78 | |
| RankModel=Llama3 70B2024.05 | 77.9 | |
| DetectGPTModel=Gemini pro2024.05 | 77.8 | |
| OpenAI-DetectorModel=Llama3 70B2024.05 | 77.5 | |
| Log-likelihoodModel=Gemini pro2024.05 | 75.8 | |
| RankModel=Claude 3 Opus2024.05 | 75 | |
| LRRModel=Gemini pro2024.05 | 72.7 | |
| OpenAI-DetectorModel=GPT4 Turbo2024.05 | 72.3 | |
| RankModel=GPT42024.05 | 71.5 | |
| OpenAI-DetectorModel=GPT3.5 Turbo2024.05 | 70.9 | |
| LRRModel=GPT42024.05 | 70.3 | |
| OpenAI-DetectorModel=Gemini pro2024.05 | 70.2 | |
| OpenAI-DetectorModel=Claude 3 Opus2024.05 | 65.7 | |
| RankModel=Gemini pro2024.05 | 63 | |
| OpenAI-DetectorModel=GPT42024.05 | 50.7 | |
| ChatGPT-DetectorModel=Gemini pro2024.05 | 48 | |
| ChatGPT-DetectorModel=GPT42024.05 | 45.3 | |
| ChatGPT-DetectorModel=Llama3 70B2024.05 | 28.1 | |
| ChatGPT-DetectorModel=GPT3.5 Turbo2024.05 | 27.5 | |
| ChatGPT-DetectorModel=Claude 3 Opus2024.05 | 24.1 | |
| ChatGPT-DetectorModel=GPT4 Turbo2024.05 | 22.5 |