Watermark Detection on C4 150 tokens
0.822TPR @ FPR 0.1%ENS-MCMark
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ENS-MCMarkBackbone=Mistral-7B-Instruct-v0.3, lambda=0.82026.02 | 0.822 | 0.722 | 0.576 | 0 | |
| SynthIDBackbone=Llama-3.2-3B-Instruct, lambda=0.82026.02 | 0.797 | 0.745 | 0.671 | 0 | |
| SynthIDBackbone=Mistral-7B-Instruct-v0.3, lambda=0.82026.02 | 0.788 | 0.643 | 0.494 | 0 | |
| ENS-MCMarkBackbone=Llama-3.2-3B-Instruct, lambda=0.82026.02 | 0.785 | 0.716 | 0.652 | 0 | |
| ENS-MCMarkBackbone=Mistral-7B-Instruct-v0.3, lambda=12026.02 | 0.785 | 0.671 | 0.524 | 0 | |
| ENS-MCMarkBackbone=Llama-3.2-3B-Instruct, lambda=12026.02 | 0.772 | 0.714 | 0.641 | 0 | |
| SynthIDBackbone=Llama-3.2-3B-Instruct, lambda=12026.02 | 0.751 | 0.683 | 0.619 | 0 | |
| SynthIDBackbone=Mistral-7B-Instruct-v0.3, lambda=12026.02 | 0.731 | 0.588 | 0.458 | 0 | |
| ENS-DiPmarkBackbone=Llama-3.2-3B-Instruct, alpha=0.42026.02 | 0.555 | 0.452 | 0.382 | 0.0004 | |
| ENS-DiPmarkBackbone=Llama-3.2-3B-Instruct, alpha=0.52026.02 | 0.528 | 0.429 | 0.352 | 0.0007 | |
| ENS-DiPmarkBackbone=Mistral-7B-Instruct-v0.3, alpha=0.42026.02 | 0.254 | 0.137 | 0.064 | 0.0137 | |
| ENS-DiPmarkBackbone=Mistral-7B-Instruct-v0.3, alpha=0.52026.02 | 0.226 | 0.117 | 0.063 | 0.026 |