LGT Detection on XSum Fast-DetectGPT
100AUROCReMoDetect
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMoDetectModel=GPT4 Turbo2024.05 | 100 | |
| ReMoDetectModel=GPT3.5 Turbo2024.05 | 99.9 | |
| ReMoDetectModel=Claude3 Opus2024.05 | 99.9 | |
| ReMoDetectModel=Llama3 70B2024.05 | 99.8 | |
| FD-GPTModel=Llama3 70B2024.05 | 99.7 | |
| FD-GPTModel=GPT3.5 Turbo2024.05 | 99.1 | |
| ReMoDetectModel=GPT42024.05 | 98.7 | |
| Loglik.Model=Llama3 70B2024.05 | 97.9 | |
| FD-GPTModel=GPT4 Turbo2024.05 | 97.4 | |
| Open-DModel=Llama3 70B2024.05 | 96.2 | |
| FD-GPTModel=Claude3 Opus2024.05 | 96.2 | |
| Loglik.Model=Claude3 Opus2024.05 | 95.9 | |
| Loglik.Model=GPT3.5 Turbo2024.05 | 95.8 | |
| LRRModel=Llama3 70B2024.05 | 95.5 | |
| NPRModel=Llama3 70B2024.05 | 93.8 | |
| D-GPTModel=Llama3 70B2024.05 | 93.2 | |
| LRRModel=GPT3.5 Turbo2024.05 | 91.6 | |
| Open-DModel=GPT3.5 Turbo2024.05 | 91.5 | |
| Loglik.Model=GPT4 Turbo2024.05 | 90.9 | |
| FD-GPTModel=GPT42024.05 | 90.7 | |
| LRRModel=Claude3 Opus2024.05 | 89.7 | |
| D-GPTModel=GPT3.5 Turbo2024.05 | 89.2 | |
| Open-DModel=GPT4 Turbo2024.05 | 88.2 | |
| LRRModel=GPT4 Turbo2024.05 | 87.9 | |
| NPRModel=GPT3.5 Turbo2024.05 | 86.6 | |
| Open-DModel=Claude3 Opus2024.05 | 86.2 | |
| D-GPTModel=Claude3 Opus2024.05 | 85.3 | |
| NPRModel=Claude3 Opus2024.05 | 84.7 | |
| D-GPTModel=GPT4 Turbo2024.05 | 83.2 | |
| NPRModel=GPT4 Turbo2024.05 | 81.8 | |
| Loglik.Model=GPT42024.05 | 79.8 | |
| NPRModel=Gemini pro2024.05 | 79.6 | |
| FD-GPTModel=Gemini pro2024.05 | 79.5 | |
| Loglik.Model=Gemini pro2024.05 | 78.6 | |
| RankModel=GPT3.5 Turbo2024.05 | 74.9 | |
| RankModel=Llama3 70B2024.05 | 74.9 | |
| LRRModel=GPT42024.05 | 74.5 | |
| ReMoDetectModel=Gemini pro2024.05 | 74.5 | |
| RankModel=GPT4 Turbo2024.05 | 73.4 | |
| LRRModel=Gemini pro2024.05 | 73 | |
| D-GPTModel=Gemini pro2024.05 | 72.8 | |
| Open-DModel=Gemini pro2024.05 | 72.2 | |
| RankModel=Claude3 Opus2024.05 | 71.1 | |
| Open-DModel=GPT42024.05 | 67.8 | |
| D-GPTModel=GPT42024.05 | 67.1 | |
| RankModel=GPT42024.05 | 66.4 | |
| NPRModel=GPT42024.05 | 64.8 | |
| Chat-DModel=Gemini pro2024.05 | 54.7 | |
| Chat-DModel=GPT42024.05 | 50.3 | |
| RankModel=Gemini pro2024.05 | 44.5 | |
| Chat-DModel=GPT3.5 Turbo2024.05 | 9.7 | |
| Chat-DModel=Llama3 70B2024.05 | 7.1 | |
| Chat-DModel=Claude3 Opus2024.05 | 5.3 | |
| Chat-DModel=GPT4 Turbo2024.05 | 4.4 |