Watermark Detection on Llama-3-8B Paraphrase perturbation, 150 tokens 1.0 (test)
0.041Mean PKGW
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| KGWSequence Length=150, Perturbation Rate=20%, Perturbation Type=Paraphrase, delta=12024.06 | 0.041 | 0.16 | 1 | |
| PRCSequence Length=150, Perturbation Rate=20%, Perturbation Type=Paraphrase2024.06 | 0.001 | 0.29 | 15.8 | |
| Token SpecificSequence Length=150, Perturbation Rate=20%, Perturbation Type=Paraphrase2024.06 | 0.0001 | 0.0086 | 28.2 | |
| KGWSequence Length=150, Perturbation Rate=20%, Perturbation Type=Paraphrase, delta=22024.06 | 0 | 0.0049 | 31.9 | |
| One-to-one RBCSequence Length=150, Perturbation Rate=20%, Perturbation Type=Paraphrase2024.06 | 0 | 0.0014 | 37.2 | |
| LDPC RBCSequence Length=150, Perturbation Rate=20%, Perturbation Type=Paraphrase2024.06 | 0 | 0.0035 | 37.6 |