LGT Detection on Fast-DetectGPT WP-s (test)
100AUROCGPTZero
Evaluation Results
| Method | Links | |
|---|---|---|
| GPTZeroSource LLM=GPT4 Turbo2024.05 | 100 | |
| ReMoDetectSource LLM=GPT4 Turbo2024.05 | 100 | |
| ReMoDetectSource LLM=GPT 3.5 Turbo2024.05 | 99.9 | |
| ReMoDetectSource LLM=Claude3 Opus2024.05 | 99.9 | |
| GPTZeroSource LLM=Llama3 70B2024.05 | 99.8 | |
| ReMoDetectSource LLM=Llama3 70B2024.05 | 99.8 | |
| ReMoDetectSource Model=OLMo 7B-sft2024.05 | 99.2 | |
| GPTZeroSource LLM=Claude3 Opus2024.05 | 99.1 | |
| ReMoDetectSource Model=Qwen2 1.5B-it2024.05 | 99.1 | |
| Fast-DetectGPTSource Model=Gemma2 2B-it2024.05 | 99 | |
| Fast-DetectGPTSource Model=OLMo 7B-sft2024.05 | 98.8 | |
| ReMoDetectSource LLM=GPT42024.05 | 98.7 | |
| Fast-DetectGPTSource Model=Qwen2 1.5B-it2024.05 | 98.6 | |
| Log-likelihoodSource Model=OLMo 7B-sft2024.05 | 98.1 | |
| Log-likelihoodSource Model=Qwen2 1.5B-it2024.05 | 97.5 | |
| ReMoDetectSource Model=Gemma2 9B-it2024.05 | 96.8 | |
| Fast-DetectGPTSource Model=Gemma2 9B-it2024.05 | 96.6 | |
| ReMoDetectSource Model=Llama3 8B-it2024.05 | 95.5 | |
| OpenAI-DetectorSource Model=OLMo 7B-sft2024.05 | 95.2 | |
| OpenAI-DetectorSource Model=Qwen2 1.5B-it2024.05 | 94.3 | |
| ReMoDetectSource Model=Gemma2 2B-it2024.05 | 94.2 | |
| GPTZeroSource LLM=GPT 3.5 Turbo2024.05 | 92.9 | |
| Fast-DetectGPTSource Model=Llama3 8B-it2024.05 | 91 | |
| Log-likelihoodSource Model=Llama3 8B-it2024.05 | 87.2 | |
| Log-likelihoodSource Model=Gemma2 9B-it2024.05 | 86.7 | |
| ReMoDetectSource LLM=Gemini pro2024.05 | 86.4 | |
| Log-likelihoodSource Model=Gemma2 2B-it2024.05 | 84.6 | |
| GPTZeroSource LLM=GPT42024.05 | 82.6 | |
| OpenAI-DetectorSource Model=Llama3 8B-it2024.05 | 81.2 | |
| GPTZeroSource LLM=Gemini pro2024.05 | 79.7 | |
| RankSource Model=OLMo 7B-sft2024.05 | 78.5 | |
| RankSource Model=Qwen2 1.5B-it2024.05 | 78.2 | |
| RankSource Model=Llama3 8B-it2024.05 | 72.3 | |
| RankSource Model=Gemma2 9B-it2024.05 | 71.9 | |
| RankSource Model=Gemma2 2B-it2024.05 | 71.8 | |
| OpenAI-DetectorSource Model=Gemma2 2B-it2024.05 | 70.8 | |
| ChatGPT-DetectorSource Model=Gemma2 9B-it2024.05 | 70.3 | |
| ChatGPT-DetectorSource Model=Gemma2 2B-it2024.05 | 63.7 | |
| OpenAI-DetectorSource Model=Gemma2 9B-it2024.05 | 50.1 | |
| ChatGPT-DetectorSource Model=Llama3 8B-it2024.05 | 26.4 | |
| ChatGPT-DetectorSource Model=OLMo 7B-sft2024.05 | 19.5 | |
| ChatGPT-DetectorSource Model=Qwen2 1.5B-it2024.05 | 17.7 |