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Watermark Detection on LLaMA-2 Token Replacement Attack (epsilon=0.05, 1k sequences)

97.11TPR@FPR=0.1%MCMARK
48.531661.143373.75586.3667Feb 16, 2025

Evaluation results

MethodLinks
MCMARKl=202025.0297.110
EXP-edit2025.0281.350.0002
y-reweight2025.0272.380
DiPmarkalpha=0.42025.0269.630
STA-12025.0260.840.0002
DiPmarkalpha=0.32025.0259.530.0001
ITS-edit2025.0250.40.0008