Watermark Detection on book_report
100AccuracyMC2MARK
Evaluation results
| Method | Links | |
|---|---|---|
| MC2MARKmessage length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 100 | |
| MC2MARKmessage length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 100 | |
| MC2MARKMessage Length (n)=162026.02 | 100 | |
| MC2MARKmessage length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.98 | |
| MC2MARKMessage Length (n)=642026.02 | 99.94 | |
| MC2MARKMessage Length (n)=322026.02 | 99.88 | |
| MC2MARKmessage length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.64 | |
| MC2MARKMessage Length (n)=1282026.02 | 99.38 | |
| BiMarkMessage Length (n)=162026.02 | 99.06 | |
| MC2MARKmessage length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 98.45 | |
| MPACMessage Length (n)=16, delta (δ)=1.52026.02 | 98.31 | |
| MC2MARKMessage Length (n)=2562026.02 | 96.19 | |
| MC2MARKmessage length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 95.61 | |
| BiMarkMessage Length (n)=322026.02 | 94.41 | |
| BiMarkmessage length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 93.22 | |
| MC2MARKMessage Length (n)=5122026.02 | 92.7 | |
| MPACMessage Length (n)=16, delta (δ)=1.02026.02 | 89.94 | |
| BiMarkmessage length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 88.24 | |
| BiMarkMessage Length (n)=642026.02 | 88.13 | |
| MPAC(1.5)message length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 88.06 | |
| MPACMessage Length (n)=32, delta (δ)=1.52026.02 | 87.41 | |
| MPACMessage Length (n)=64, delta (δ)=1.52026.02 | 81.97 | |
| MPAC(1.5)message length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 80.91 | |
| BiMarkmessage length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 78.32 | |
| MPACMessage Length (n)=32, delta (δ)=1.02026.02 | 78.25 | |
| MPAC(1.0)message length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 77.63 | |
| MPAC(1.5)message length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 75 | |
| BiMarkMessage Length (n)=1282026.02 | 74.82 | |
| MPACMessage Length (n)=128, delta (δ)=1.52026.02 | 74.35 | |
| MPACMessage Length (n)=64, delta (δ)=1.02026.02 | 72.03 | |
| MPAC(1.0)message length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 69.56 | |
| MPAC(1.0)message length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 67.47 | |
| MPAC(1.5)message length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 67.16 | |
| BiMarkmessage length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 66.38 | |
| MPACMessage Length (n)=256, delta (δ)=1.52026.02 | 65.81 | |
| MPACMessage Length (n)=128, delta (δ)=1.02026.02 | 64.74 | |
| MPAC(1.5)message length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 62.92 | |
| MPACMessage Length (n)=512, delta (δ)=1.52026.02 | 60.95 | |
| MPACMessage Length (n)=256, delta (δ)=1.02026.02 | 60.81 | |
| MPAC(1.0)message length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 60.53 | |
| MPAC(1.5)message length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 59.35 | |
| MPAC(1.0)message length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 57.55 | |
| MPACMessage Length (n)=512, delta (δ)=1.02026.02 | 57.55 | |
| BiMarkMessage Length (n)=2562026.02 | 57.27 | |
| MPAC(1.0)message length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 55.81 | |
| BiMarkmessage length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 48.91 | |
| BiMarkMessage Length (n)=5122026.02 | 38.19 | |
| BiMarkmessage length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 31.58 |