Watermark Detection on Llama-3 8B Instruct (30 tokens generations)
23Mean PrecisionKGW
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KGWdelta=1, Tokens=302024.06 | 23 | 46 | 5.9 | |
| PRCTokens=302024.06 | 17 | 25 | 6.3 | |
| LDPC RBCCoding=LDPC, Tokens=302024.06 | 16 | 25 | 7.5 | |
| One-to-one RBCCoding=One-to-one, Tokens=302024.06 | 16 | 26 | 6.9 | |
| EXP-Edit2024.06 | 13 | 20 | 16.1 | |
| Token SpecificTokens=302024.06 | 9 | 17 | 14.3 | |
| KGWdelta=2, Tokens=302024.06 | 8.9 | 16 | 18.2 | |
| KGWdelta=12024.06 | 3.7 | 7.4 | 0.2 | |
| Token Specific2024.06 | 0.019 | 0.045 | 12.4 | |
| KGWdelta=22024.06 | 0.017 | 0.064 | 14.9 | |
| One-to-one RBCError Correction=One-to-one code2024.06 | 0.0023 | 0.006 | 30.5 | |
| PRC2024.06 | 0.0015 | 0.0029 | 28.8 | |
| LDPC RBCError Correction=LDPC code2024.06 | 0.0006 | 0.0014 | 34.4 |