Watermark Detection on C4 Random Token Replacement attack (test)
87.5TPR (FPR=0.1%)ENS-MCMark
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ENS-MCMarkWatermark Strength (lambda)=0.8, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 87.5 | 0 | |
| ENS-MCMarkWatermark Strength (lambda)=1, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 85.9 | 0 | |
| SynthIDWatermark Strength (lambda)=0.8, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 84.8 | 0 | |
| SynthIDWatermark Strength (lambda)=1, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 81.1 | 0 | |
| ENS-DiPmarkWatermark Strength (alpha)=0.4, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 55.9 | 0.0003 | |
| ENS-DiPmarkWatermark Strength (alpha)=0.5, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 54.2 | 0.0005 |