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ResearchFormerly WizWand

Watermark Detection on C4 (Specific FPR Points)

100TPR @ 1% FPRTBW
-1.71224.69451.177.506Apr 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TBWModel=Gemma-7B, Attacks=No Attack2024.04100100
KGWModel=Gemma-7B, Attacks=No Attack2024.04100100
DiPModel=Gemma-7B, Attacks=No Attack2024.04100100
SynthIDModel=Gemma-7B, Attacks=No Attack2024.04100100
UnigramModel=Gemma-7B, Attacks=No Attack2024.0499.8100
KGWModel=OPT-6.7B, Attacks=No Attack2024.0499.6100
UnigramModel=OPT-6.7B, Attacks=No Attack2024.0499.699.6
TBWModel=OPT-6.7B, Attacks=No Attack2024.0499.4100
DiPModel=OPT-6.7B, Attacks=No Attack2024.0499.299.6
SynthIDModel=OPT-6.7B, Attacks=No Attack2024.0499.299.6
SIRModel=OPT-6.7B, Attacks=No Attack2024.0496.498.6
TBWModel=OPT-6.7B, Attacks=Pegasus2024.049198
UnigramModel=OPT-6.7B, Attacks=Pegasus2024.049098.6
SIRModel=Gemma-7B, Attacks=No Attack2024.048999.8
TBWModel=Gemma-7B, Attacks=Pegasus2024.0484.296
SIRModel=OPT-6.7B, Attacks=Pegasus2024.0472.693
UnigramModel=Gemma-7B, Attacks=Pegasus2024.0459.898
KGWModel=OPT-6.7B, Attacks=Pegasus2024.0457.894.8
TBWModel=OPT-6.7B, Attacks=DIPPER2024.0453.686.6
UnigramModel=OPT-6.7B, Attacks=DIPPER2024.0451.687.2
SynthIDModel=Gemma-7B, Attacks=Pegasus2024.0448.475
SIRModel=Gemma-7B, Attacks=Pegasus2024.0447.689.6
SynthIDModel=OPT-6.7B, Attacks=Pegasus2024.0444.676.8
DiPModel=Gemma-7B, Attacks=Pegasus2024.0428.261.4
SIRModel=OPT-6.7B, Attacks=DIPPER2024.0424.870.2
KGWModel=Gemma-7B, Attacks=Pegasus2024.0424.697.4
DiPModel=OPT-6.7B, Attacks=Pegasus2024.0422.855.2
TBWModel=Gemma-7B, Attacks=DIPPER2024.0419.661.2
SIRModel=Gemma-7B, Attacks=DIPPER2024.041952.4
KGWModel=OPT-6.7B, Attacks=DIPPER2024.0412.453.4
SynthIDModel=OPT-6.7B, Attacks=DIPPER2024.045.825.8
KGWModel=Gemma-7B, Attacks=DIPPER2024.045.256.8
UnigramModel=Gemma-7B, Attacks=DIPPER2024.043.476.6
DiPModel=OPT-6.7B, Attacks=DIPPER2024.042.817
SynthIDModel=Gemma-7B, Attacks=DIPPER2024.042.428.8
DiPModel=Gemma-7B, Attacks=DIPPER2024.042.216.4