Watermark Detection on Llama-3-8B-Instruct 150 tokens (generations)
9Mean PKGW
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KGWdelta=1, Tokens=1502024.06 | 9 | 16 | 13.9 | |
| EXP-Edit2024.06 | 5.2 | 5 | 30.5 | |
| PRCTokens=1502024.06 | 1.6 | 4.6 | 33.9 | |
| LDPC RBCCoding=LDPC, Tokens=1502024.06 | 1.2 | 2.4 | 38.8 | |
| One-to-one RBCCoding=One-to-one, Tokens=1502024.06 | 0.98 | 2.7 | 40.7 | |
| Token SpecificTokens=1502024.06 | 0.35 | 2 | 44.4 | |
| KGWdelta=2, Tokens=1502024.06 | 0.17 | 0.98 | 52.9 | |
| KGWdelta=12024.06 | 0.03 | 0.066 | 13.8 | |
| Token Specific2024.06 | 0 | 0 | 79.6 | |
| KGWdelta=22024.06 | 0 | 0 | 85.8 | |
| PRC2024.06 | 0 | 0 | 75.7 | |
| One-to-one RBCError Correction=One-to-one code2024.06 | 0 | 0 | 76.6 | |
| LDPC RBCError Correction=LDPC code2024.06 | 0 | 0 | 80.4 |