Machine-generated text detection on CovidQA Community ChatGPT-generated (test)
0.9923AUROCDPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| DPICTarget Model=ChatGPT2023.05 | 0.9923 | |
| Fast-DetectGPTSurrogate Model=EleutherAI/gpt-j-6B2023.05 | 0.9671 | |
| LogRankSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 0.9385 | |
| LikelihoodSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 0.9301 | |
| LRR2023.05 | 0.9297 | |
| RoBERTa-base2023.05 | 0.9164 | |
| NPRSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 0.8895 | |
| RoBERTa-large2023.05 | 0.8442 | |
| DNA-GPTTarget Model=ChatGPT2023.05 | 0.7709 | |
| DetectGPTSurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 0.6891 | |
| EntropySurrogate Model=EleutherAI/gpt-neo-2.7B2023.05 | 0.298 |