Watermark Detection on C4 GPT Back Translation attack (test)
58.9TPR (FPR=0.1%)ENS-MCMark
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ENS-MCMarkWatermark Strength (lambda)=0.8, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 58.9 | 0.0001 | |
| ENS-MCMarkWatermark Strength (lambda)=1, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 55.3 | 0.0003 | |
| SynthIDWatermark Strength (lambda)=0.8, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 54.2 | 0.0005 | |
| SynthIDWatermark Strength (lambda)=1, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 51.8 | 0.0007 | |
| ENS-DiPmarkWatermark Strength (alpha)=0.4, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 22.4 | 0.0392 | |
| ENS-DiPmarkWatermark Strength (alpha)=0.5, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 18.6 | 0.0679 |