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Watermark Detection (Threshold Sensitivity Analysis) on C4 1,000 human-written samples 200 tokens

0.1FPRTBW
-1.2247.71316.6525.587Apr 2, 2024

Evaluation results

MethodLinks
TBWModel=GEMMA-7B, Threshold (τ)=0.42024.040.1121.7
TBWModel=GEMMA-7B, Threshold (τ)=0.52024.040.2231.8
TBWModel=GEMMA-7B, Threshold (τ)=0.62024.040.3337.5
TBWModel=GEMMA-7B, Threshold (τ)=0.82024.040.4423.2
TBWModel=GEMMA-7B, Threshold (τ)=0.72024.040.6626.1
TBWModel=GEMMA-7B, Threshold (τ)=0.92024.040.9921.6
TBWModel=GEMMA-7B, Threshold (τ)=0.32024.041.61654.3
TBWModel=GEMMA-7B, Threshold (τ)=0.12024.0433.233234.6
TBWModel=GEMMA-7B, Threshold (τ)=0.22024.0433.233236.5