Watermark Detection on C4 GPT Rephrase attack (test)
16.4TPR (at FPR=0.1%)ENS-MCMark
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ENS-MCMarkWatermark Strength (lambda)=0.8, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 16.4 | 0.0378 | |
| ENS-MCMarkWatermark Strength (lambda)=1, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 13.8 | 0.0627 | |
| SynthIDWatermark Strength (lambda)=0.8, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 13 | 0.0652 | |
| SynthIDWatermark Strength (lambda)=1, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 12.7 | 0.0682 | |
| ENS-DiPmarkWatermark Strength (alpha)=0.4, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 2.5 | 0.461 | |
| ENS-DiPmarkWatermark Strength (alpha)=0.5, Backbone=Llama3.2-3B-Instruct, Sequence Length=2502026.02 | 1.9 | 0.527 |