Watermark Detection on fake_news
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)=322026.02 | 100 | |
| MC2MARKmessage length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.97 | |
| MC2MARKmessage length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.88 | |
| MC2MARKmessage length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.1 | |
| MC2MARKMessage Length (n)=642026.02 | 98.89 | |
| BiMarkMessage Length (n)=162026.02 | 98.81 | |
| MPACMessage Length (n)=16, delta (δ)=1.52026.02 | 97.94 | |
| MC2MARKMessage Length (n)=2562026.02 | 97.41 | |
| BiMarkmessage length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 96.44 | |
| MC2MARKMessage Length (n)=1282026.02 | 96.3 | |
| MC2MARKmessage length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 96.06 | |
| BiMarkMessage Length (n)=322026.02 | 95.44 | |
| MPAC(1.5)message length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 95.06 | |
| MC2MARKMessage Length (n)=5122026.02 | 92.04 | |
| MPACMessage Length (n)=16, delta (δ)=1.02026.02 | 91.94 | |
| MPACMessage Length (n)=32, delta (δ)=1.52026.02 | 91.5 | |
| BiMarkmessage length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 91.02 | |
| BiMarkMessage Length (n)=642026.02 | 88.4 | |
| MPAC(1.0)message length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 83.81 | |
| MPACMessage Length (n)=64, delta (δ)=1.52026.02 | 82.67 | |
| BiMarkmessage length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 82.4 | |
| MPAC(1.5)message length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 82.34 | |
| MPACMessage Length (n)=32, delta (δ)=1.02026.02 | 81.16 | |
| BiMarkMessage Length (n)=1282026.02 | 77.58 | |
| MPAC(1.5)message length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 76.19 | |
| MPACMessage Length (n)=64, delta (δ)=1.02026.02 | 74.23 | |
| MPACMessage Length (n)=128, delta (δ)=1.52026.02 | 72.78 | |
| MPAC(1.0)message length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 71.97 | |
| MPAC(1.5)message length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 69.86 | |
| BiMarkmessage length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 69.78 | |
| MPAC(1.0)message length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 67.95 | |
| MPACMessage Length (n)=256, delta (δ)=1.52026.02 | 66.75 | |
| MPACMessage Length (n)=128, delta (δ)=1.02026.02 | 66.45 | |
| MPAC(1.5)message length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 62.37 | |
| MPACMessage Length (n)=512, delta (δ)=1.52026.02 | 60.88 | |
| MPACMessage Length (n)=256, delta (δ)=1.02026.02 | 60.72 | |
| MPAC(1.0)message length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 60.51 | |
| MPAC(1.5)message length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 58.82 | |
| BiMarkMessage Length (n)=2562026.02 | 58.74 | |
| MPAC(1.0)message length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 57.95 | |
| MPACMessage Length (n)=512, delta (δ)=1.02026.02 | 57.74 | |
| MPAC(1.0)message length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 57.19 | |
| BiMarkmessage length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 51.59 | |
| BiMarkMessage Length (n)=5122026.02 | 39.79 | |
| BiMarkmessage length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 34.07 |