Multi-bit LLM Watermarking on LLaMA3-8B-Base Max 128 Tokens
1AUCBiMark
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BiMarkBit Length=16 bits, Time (s)=0.0262026.02 | 1 | 97.7 | 14.34 | |
| WorldCupBit Length=16 bits, k=1, Time (s)=0.0082026.02 | 1 | 97.5 | 8 | |
| BiMarkBit Length=24 bits, Time (s)=0.0272026.02 | 1 | 94.1 | 14.34 | |
| WorldCupBit Length=24 bits, k=1, Time (s)=0.0082026.02 | 1 | 93.1 | 8.125 | |
| WorldCupBit Length=24 bits, k=2, Time (s)=0.0092026.02 | 1 | 94.3 | 13.69 | |
| BiMarkBit Length=32 bits, Time (s)=0.0262026.02 | 1 | 89 | 13.91 | |
| WorldCupBit Length=32 bits, k=2, Time (s)=0.012026.02 | 1 | 91.5 | 13.38 | |
| BiMarkBit Length=48 bits, Time (s)=0.0272026.02 | 1 | 78.3 | 14.25 | |
| WorldCupBit Length=48 bits, k=2, Time (s)=0.0112026.02 | 1 | 86.2 | 13.69 | |
| MPACBit Length=16 bits, Time (s)=0.0492026.02 | 0.999 | 96 | 16.25 | |
| WorldCupBit Length=16 bits, k=2, Time (s)=0.0092026.02 | 0.999 | 98.2 | 12.94 | |
| WorldCupBit Length=32 bits, k=1, Time (s)=0.0092026.02 | 0.999 | 89.3 | 7.813 | |
| MPACBit Length=32 bits, Time (s)=0.0512026.02 | 0.997 | 89 | 16.75 | |
| WorldCupBit Length=48 bits, k=1, Time (s)=0.0112026.02 | 0.997 | 83.8 | 7.938 | |
| MPACBit Length=24 bits, Time (s)=0.0522026.02 | 0.996 | 91.6 | 16.75 | |
| SegMarkBit Length=16 bits, Time (s)=0.5512026.02 | 0.993 | 94.8 | 15.88 | |
| MPACBit Length=48 bits, Time (s)=0.0572026.02 | 0.993 | 82.8 | 16.63 | |
| SegMarkBit Length=24 bits, Time (s)=0.7212026.02 | 0.947 | 83.9 | 17.13 | |
| SegMarkBit Length=32 bits, Time (s)=0.6422026.02 | 0.909 | 80.2 | 16.63 | |
| SegMarkBit Length=48 bits, Time (s)=0.7252026.02 | 0.837 | 62.8 | 16.38 |