AI-generated text detection on PubMed (test)
0.969AUROCDPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| DPICAuxiliary Model=Vicuna-7b2023.05 | 0.969 | |
| DPICAuxiliary Model=ChatGPT2023.05 | 0.9686 | |
| LogRankStrategy=Zero-shot2023.05 | 0.926 | |
| LikelihoodStrategy=Zero-shot2023.05 | 0.924 | |
| Fast-DetectGPTStrategy=Zero-shot2023.05 | 0.9035 | |
| LRRStrategy=Zero-shot2023.05 | 0.8334 | |
| RADARStrategy=Supervised2023.05 | 0.8029 | |
| NPRStrategy=Zero-shot2023.05 | 0.7746 | |
| DetectGPTStrategy=Zero-shot2023.05 | 0.7559 | |
| DNA-GPTAuxiliary Model=ChatGPT2023.05 | 0.6729 | |
| DNA-GPTAuxiliary Model=Vicuna-7b2023.05 | 0.6001 | |
| DNA-GPTAuxiliary Model=Neo-2.72023.05 | 0.5911 | |
| RoBERTa-baseBackbone=RoBERTa-base2023.05 | 0.3647 | |
| RoBERTa-largeBackbone=RoBERTa-large2023.05 | 0.3579 | |
| EntropyStrategy=Zero-shot2023.05 | 0.1686 |