Multi-bit LLM Watermarking on Gemma2-9B-Base Max 128 Tokens
1AUCBiMark
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BiMarkBit Length=16 bits, Time (s)=0.0312026.02 | 1 | 92.9 | 11.06 | |
| WorldCupBit Length=16 bits, k=2, Time (s)=0.0082026.02 | 0.998 | 93.1 | 10.84 | |
| BiMarkBit Length=24 bits, Time (s)=0.032026.02 | 0.998 | 87.5 | 11.63 | |
| WorldCupBit Length=24 bits, k=1, Time (s)=0.0082026.02 | 0.998 | 88 | 7.078 | |
| WorldCupBit Length=24 bits, k=2, Time (s)=0.0082026.02 | 0.998 | 89.4 | 10.44 | |
| BiMarkBit Length=32 bits, Time (s)=0.0312026.02 | 0.996 | 80.6 | 12 | |
| WorldCupBit Length=32 bits, k=2, Time (s)=0.0092026.02 | 0.995 | 85.9 | 10.94 | |
| WorldCupBit Length=16 bits, k=1, Time (s)=0.0082026.02 | 0.993 | 90.9 | 6.75 | |
| WorldCupBit Length=48 bits, k=2, Time (s)=0.012026.02 | 0.993 | 80 | 10.34 | |
| WorldCupBit Length=32 bits, k=1, Time (s)=0.0082026.02 | 0.99 | 84.2 | 7.094 | |
| WorldCupBit Length=48 bits, k=1, Time (s)=0.0092026.02 | 0.987 | 76.8 | 6.875 | |
| BiMarkBit Length=48 bits, Time (s)=0.0292026.02 | 0.985 | 68.8 | 11.53 | |
| MPACBit Length=16 bits, Time (s)=0.0452026.02 | 0.98 | 92 | 13.69 | |
| SegMarkBit Length=16 bits, Time (s)=1.2342026.02 | 0.979 | 89.5 | 13.19 | |
| MPACBit Length=24 bits, Time (s)=0.0442026.02 | 0.972 | 87.5 | 13.69 | |
| MPACBit Length=32 bits, Time (s)=0.0462026.02 | 0.947 | 83.7 | 13.81 | |
| MPACBit Length=48 bits, Time (s)=0.0482026.02 | 0.936 | 77 | 14 | |
| SegMarkBit Length=24 bits, Time (s)=1.672026.02 | 0.849 | 73.4 | 13.19 | |
| SegMarkBit Length=32 bits, Time (s)=1.7512026.02 | 0.824 | 69.1 | 12.75 | |
| SegMarkBit Length=48 bits, Time (s)=2.6682026.02 | 0.77 | 60 | 13.38 |