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Watermark Detection on WikiText_IMDB_AGNews_YelpPolarity_mixed_corpus (test)

0.5FPR (%)HATS
0.420.961.52.04Dec 22, 2025

Evaluation results

MethodLinks
HATSBackbone=Llama-2-7b-chat-hf, Sample size=600, Average tokens=2502025.120.5—
MarylandzBackbone=Llama-2-7b-chat-hf, Sample size=600, Average tokens=2502025.121.5—
KGWBackbone=Llama-2-7b-chat-hf, Sample size=600, Average tokens=2502025.122—
KGW2Backbone=Llama-2-7b-chat-hf, Sample size=600, Average tokens=2502025.122—
OpenAIBackbone=Llama-2-7b-chat-hf, Sample size=600, Average tokens=2502025.122.5—