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ResearchFormerly WizWand

AI-generated text detection on PubMed (test)

0.969AUROCDPIC
0.1365840.3526920.56880.784908May 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DPICAuxiliary Model=Vicuna-7b2023.050.969
DPICAuxiliary Model=ChatGPT2023.050.9686
LogRankStrategy=Zero-shot2023.050.926
LikelihoodStrategy=Zero-shot2023.050.924
Fast-DetectGPTStrategy=Zero-shot2023.050.9035
LRRStrategy=Zero-shot2023.050.8334
RADARStrategy=Supervised2023.050.8029
NPRStrategy=Zero-shot2023.050.7746
DetectGPTStrategy=Zero-shot2023.050.7559
DNA-GPTAuxiliary Model=ChatGPT2023.050.6729
DNA-GPTAuxiliary Model=Vicuna-7b2023.050.6001
DNA-GPTAuxiliary Model=Neo-2.72023.050.5911
RoBERTa-baseBackbone=RoBERTa-base2023.050.3647
RoBERTa-largeBackbone=RoBERTa-large2023.050.3579
EntropyStrategy=Zero-shot2023.050.1686