LGT Detection on PubMed Fast-DetectGPT benchmark
0.97AUROCReMoDetect
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMoDetectModel=GPT4 Turbo2024.05 | 0.97 | |
| ReMoDetectModel=GPT3.5 Turbo2024.05 | 0.964 | |
| ReMoDetectModel=Claude3 Opus2024.05 | 0.964 | |
| ReMoDetectModel=Llama3 70B2024.05 | 0.963 | |
| ReMoDetectModel=GPT42024.05 | 0.961 | |
| FD-GPTModel=Llama3 70B2024.05 | 0.908 | |
| FD-GPTModel=GPT3.5 Turbo2024.05 | 0.902 | |
| FD-GPTModel=GPT4 Turbo2024.05 | 0.888 | |
| FD-GPTModel=Claude3 Opus2024.05 | 0.882 | |
| Loglik.Model=GPT3.5 Turbo2024.05 | 0.878 | |
| Loglik.Model=GPT4 Turbo2024.05 | 0.865 | |
| ReMoDetectModel=Gemini pro2024.05 | 0.864 | |
| Loglik.Model=Claude3 Opus2024.05 | 0.855 | |
| Loglik.Model=Llama3 70B2024.05 | 0.854 | |
| FD-GPTModel=GPT42024.05 | 0.85 | |
| Loglik.Model=Gemini pro2024.05 | 0.83 | |
| FD-GPTModel=Gemini pro2024.05 | 0.821 | |
| Loglik.Model=GPT42024.05 | 0.81 | |
| LRRModel=Gemini pro2024.05 | 0.75 | |
| D-GPTModel=GPT3.5 Turbo2024.05 | 0.744 | |
| LRRModel=GPT3.5 Turbo2024.05 | 0.743 | |
| LRRModel=Claude3 Opus2024.05 | 0.743 | |
| LRRModel=GPT4 Turbo2024.05 | 0.735 | |
| LRRModel=Llama3 70B2024.05 | 0.713 | |
| D-GPTModel=GPT42024.05 | 0.681 | |
| LRRModel=GPT42024.05 | 0.681 | |
| NPRModel=GPT3.5 Turbo2024.05 | 0.678 | |
| NPRModel=Gemini pro2024.05 | 0.668 | |
| D-GPTModel=Claude3 Opus2024.05 | 0.663 | |
| D-GPTModel=Llama3 70B2024.05 | 0.66 | |
| NPRModel=Llama3 70B2024.05 | 0.65 | |
| NPRModel=Claude3 Opus2024.05 | 0.644 | |
| NPRModel=GPT4 Turbo2024.05 | 0.637 | |
| D-GPTModel=GPT4 Turbo2024.05 | 0.636 | |
| NPRModel=GPT42024.05 | 0.633 | |
| D-GPTModel=Gemini pro2024.05 | 0.632 | |
| Open-DModel=GPT3.5 Turbo2024.05 | 0.619 | |
| RankModel=Llama3 70B2024.05 | 0.609 | |
| RankModel=GPT4 Turbo2024.05 | 0.608 | |
| RankModel=Claude3 Opus2024.05 | 0.603 | |
| RankModel=GPT3.5 Turbo2024.05 | 0.598 | |
| RankModel=GPT42024.05 | 0.597 | |
| RankModel=Gemini pro2024.05 | 0.583 | |
| Open-DModel=Gemini pro2024.05 | 0.573 | |
| Open-DModel=GPT4 Turbo2024.05 | 0.558 | |
| Open-DModel=GPT42024.05 | 0.531 | |
| Open-DModel=Llama3 70B2024.05 | 0.529 | |
| Open-DModel=Claude3 Opus2024.05 | 0.489 | |
| Chat-DModel=Gemini pro2024.05 | 0.393 | |
| Chat-DModel=Llama3 70B2024.05 | 0.351 | |
| Chat-DModel=Claude3 Opus2024.05 | 0.331 | |
| Chat-DModel=GPT4 Turbo2024.05 | 0.31 | |
| Chat-DModel=GPT42024.05 | 0.281 | |
| Chat-DModel=GPT3.5 Turbo2024.05 | 0.219 |