ResearchBenchmarksWatermark Detection on LLaMA-2 Token Replacement Attack (epsilon=0.05, 1k sequences)Follow97.11TPR@FPR=0.1%MCMARK48.531661.143373.75586.3667Feb 16, 2025Evaluation ResultsMethodMethodLinksTPR@FPR=0.1%Median p-valueMCMARKl=20l=202025.0297.110EXP-edit2025.0281.350.0002y-reweight2025.0272.380DiPmarkalpha=0.4alpha=0.42025.0269.630STA-12025.0260.840.0002DiPmarkalpha=0.3alpha=0.32025.0259.530.0001ITS-edit2025.0250.40.0008