Watermark Detection on finance_qa
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 | 99.97 | |
| MC2MARKMessage Length (n)=322026.02 | 99.77 | |
| MC2MARKmessage length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.7 | |
| MC2MARKmessage length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 99.32 | |
| MC2MARKMessage Length (n)=642026.02 | 98.48 | |
| BiMarkMessage Length (n)=162026.02 | 97.13 | |
| BiMarkmessage length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 96.79 | |
| MC2MARKmessage length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 95.65 | |
| MC2MARKMessage Length (n)=1282026.02 | 95.51 | |
| MPACMessage Length (n)=16, delta (δ)=1.52026.02 | 92.22 | |
| BiMarkmessage length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 91.78 | |
| BiMarkMessage Length (n)=322026.02 | 91.41 | |
| MC2MARKMessage Length (n)=2562026.02 | 91.34 | |
| MC2MARKMessage Length (n)=5122026.02 | 87.21 | |
| BiMarkMessage Length (n)=642026.02 | 86.08 | |
| BiMarkmessage length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 82.88 | |
| MPACMessage Length (n)=32, delta (δ)=1.52026.02 | 80.92 | |
| MPACMessage Length (n)=16, delta (δ)=1.02026.02 | 78.06 | |
| MPAC(1.5)message length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 75.88 | |
| MPACMessage Length (n)=32, delta (δ)=1.02026.02 | 72.86 | |
| BiMarkMessage Length (n)=1282026.02 | 72.52 | |
| MPAC(1.5)message length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 72.28 | |
| MPACMessage Length (n)=64, delta (δ)=1.52026.02 | 69.96 | |
| BiMarkmessage length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 69.55 | |
| MPAC(1.0)message length (n)=16, Backbone=Llama-3.2-3B-Instruct2026.02 | 68.84 | |
| MPACMessage Length (n)=128, delta (δ)=1.52026.02 | 66.85 | |
| MPACMessage Length (n)=64, delta (δ)=1.02026.02 | 66.27 | |
| MPAC(1.5)message length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 66.14 | |
| MPAC(1.0)message length (n)=32, Backbone=Llama-3.2-3B-Instruct2026.02 | 65.77 | |
| MPAC(1.5)message length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 62.85 | |
| MPAC(1.0)message length (n)=64, Backbone=Llama-3.2-3B-Instruct2026.02 | 62.67 | |
| MPACMessage Length (n)=256, delta (δ)=1.52026.02 | 60.69 | |
| MPACMessage Length (n)=128, delta (δ)=1.02026.02 | 59.96 | |
| MPAC(1.5)message length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 59.04 | |
| MPAC(1.0)message length (n)=128, Backbone=Llama-3.2-3B-Instruct2026.02 | 57.23 | |
| MPACMessage Length (n)=256, delta (δ)=1.02026.02 | 56.48 | |
| MPACMessage Length (n)=512, delta (δ)=1.52026.02 | 56.31 | |
| MPAC(1.5)message length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 56.2 | |
| MPACMessage Length (n)=512, delta (δ)=1.02026.02 | 55.64 | |
| MPAC(1.0)message length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 54.33 | |
| BiMarkMessage Length (n)=2562026.02 | 53.87 | |
| MPAC(1.0)message length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 53.77 | |
| BiMarkmessage length (n)=256, Backbone=Llama-3.2-3B-Instruct2026.02 | 50.52 | |
| BiMarkMessage Length (n)=5122026.02 | 36.82 | |
| BiMarkmessage length (n)=512, Backbone=Llama-3.2-3B-Instruct2026.02 | 31.26 |