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AI-generated text detection on Wikipedia GPT2-XL generations (Original)

100Accuracy (1% FPR)Watermark
18.46439.63260.881.968Mar 23, 2023

Evaluation results

MethodLinks
Watermark2023.03100
SPCorpus Size=3K generations from model itself2023.03100
BM25Corpus Size=3K generations from model itself2023.03100
SPCorpus Size=9K generations pooled from all three models2023.03100
BM25Corpus Size=9K generations pooled from all three models2023.03100
DetectGPT2023.0370.3
OpenAI2023.0321.6