Machine-generated text detection on Wiki ChatGPT-generated (test)
98.79AUROCDPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| DPICTarget Model=ChatGPT2023.05 | 98.79 | |
| Fast-DetectGPTSurrogate Model=EleutherAI/gpt-j-6B2023.05 | 96.11 | |
| RoBERTa-base2023.05 | 95.33 | |
| RoBERTa-large2023.05 | 92.29 | |
| LRR2023.05 | 87.17 | |
| LogRankSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 84.86 | |
| LikelihoodSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 82.06 | |
| DNA-GPTTarget Model=ChatGPT2023.05 | 78.93 | |
| NPRSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 73.65 | |
| EntropySurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 62.08 | |
| DetectGPTSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 10.47 |