AI-generated text detection on Writing Generated by Claude3 (test)
99.5AUROCDPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| DPICAuxiliary Model=ChatGPT2023.05 | 99.5 | |
| DPICAuxiliary Model=Vicuna-7b2023.05 | 99.43 | |
| Fast-DetectGPTStrategy=Zero-shot2023.05 | 97.83 | |
| LikelihoodStrategy=Zero-shot2023.05 | 97.44 | |
| LogRankStrategy=Zero-shot2023.05 | 97.32 | |
| NPRStrategy=Zero-shot2023.05 | 96.96 | |
| DNA-GPTAuxiliary Model=Neo-2.72023.05 | 96.55 | |
| LRRStrategy=Zero-shot2023.05 | 95.98 | |
| RADARStrategy=Supervised2023.05 | 94.38 | |
| DNA-GPTAuxiliary Model=ChatGPT2023.05 | 87.67 | |
| RoBERTa-baseBackbone=RoBERTa-base2023.05 | 80.36 | |
| DNA-GPTAuxiliary Model=Vicuna-7b2023.05 | 73.05 | |
| RoBERTa-largeBackbone=RoBERTa-large2023.05 | 71.28 | |
| DetectGPTStrategy=Zero-shot2023.05 | 68 | |
| EntropyStrategy=Zero-shot2023.05 | 8.36 |