AI-generated text detection on Writing Generated by GPT-4 (test)
0.9768AUROCDPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| DPICAuxiliary Model=ChatGPT2023.05 | 0.9768 | |
| DPICAuxiliary Model=Vicuna-7b2023.05 | 0.9644 | |
| Fast-DetectGPTStrategy=Zero-shot2023.05 | 0.9611 | |
| RADARStrategy=Supervised2023.05 | 0.8593 | |
| LikelihoodStrategy=Zero-shot2023.05 | 0.8553 | |
| LogRankStrategy=Zero-shot2023.05 | 0.8289 | |
| NPRStrategy=Zero-shot2023.05 | 0.8276 | |
| DNA-GPTAuxiliary Model=Neo-2.72023.05 | 0.8164 | |
| LRRStrategy=Zero-shot2023.05 | 0.704 | |
| DetectGPTStrategy=Zero-shot2023.05 | 0.6542 | |
| DNA-GPTAuxiliary Model=ChatGPT2023.05 | 0.6104 | |
| DNA-GPTAuxiliary Model=Vicuna-7b2023.05 | 0.5628 | |
| RoBERTa-baseBackbone=RoBERTa-base2023.05 | 0.5068 | |
| RoBERTa-largeBackbone=RoBERTa-large2023.05 | 0.3822 | |
| EntropyStrategy=Zero-shot2023.05 | 0.3703 |