Multi-bit LLM Watermarking on Gemma2-9B-Base Max 256 Tokens
1AUCWorldCup
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WorldCupBit Length=16 bits, k=1, Time (s)=0.0112026.02 | 1 | 95.1 | 5.719 | |
| SegMarkBit Length=16 bits, Time (s)=2.4022026.02 | 0.999 | 97.7 | 10.94 | |
| BiMarkBit Length=16 bits, Time (s)=0.0392026.02 | 0.999 | 95.5 | 9.625 | |
| WorldCupBit Length=24 bits, k=2, Time (s)=0.0122026.02 | 0.999 | 92.5 | 8.625 | |
| WorldCupBit Length=16 bits, k=2, Time (s)=0.0122026.02 | 0.998 | 95.6 | 8.906 | |
| WorldCupBit Length=24 bits, k=1, Time (s)=0.0132026.02 | 0.998 | 91.6 | 5.844 | |
| WorldCupBit Length=32 bits, k=1, Time (s)=0.0132026.02 | 0.995 | 88.5 | 5.906 | |
| WorldCupBit Length=32 bits, k=2, Time (s)=0.0132026.02 | 0.994 | 90.5 | 8.688 | |
| WorldCupBit Length=48 bits, k=1, Time (s)=0.0142026.02 | 0.994 | 82.2 | 5.656 | |
| BiMarkBit Length=24 bits, Time (s)=0.0432026.02 | 0.99 | 92.1 | 9.938 | |
| BiMarkBit Length=32 bits, Time (s)=0.0412026.02 | 0.989 | 86.5 | 9.938 | |
| WorldCupBit Length=48 bits, k=2, Time (s)=0.0152026.02 | 0.989 | 85.1 | 9.063 | |
| MPACBit Length=16 bits, Time (s)=0.072026.02 | 0.985 | 94 | 12 | |
| BiMarkBit Length=48 bits, Time (s)=0.042026.02 | 0.975 | 76.7 | 10.03 | |
| SegMarkBit Length=24 bits, Time (s)=2.8532026.02 | 0.974 | 92.2 | 10.13 | |
| MPACBit Length=24 bits, Time (s)=0.072026.02 | 0.959 | 90.5 | 12 | |
| SegMarkBit Length=32 bits, Time (s)=3.3622026.02 | 0.955 | 86.8 | 10.25 | |
| MPACBit Length=32 bits, Time (s)=0.0742026.02 | 0.94 | 86.9 | 11.63 | |
| MPACBit Length=48 bits, Time (s)=0.0762026.02 | 0.914 | 82.1 | 12.19 | |
| SegMarkBit Length=48 bits, Time (s)=3.3822026.02 | 0.9 | 69.7 | 9.938 |