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Diffusion Language Model Watermarking on WaterBench 600 prompts 2024
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2.8
PPL
LR-DWM
2.6588
3.6119
4.565
5.5181
Jan 18, 2026
PPL
Updated 1mo ago
Evaluation Results
Method
Method
Links
PPL
LR-DWM
Detection rate=90%, Ba...
2026.01
2.8
DMARK
Detection rate=90%, Ba...
2026.01
2.82
DMARK
Detection rate=99%, Ba...
2026.01
3.28
LR-DWM
Detection rate=99%, Ba...
2026.01
3.32
DMARK
Detection rate=99.5%,...
2026.01
3.34
LR-DWM
Detection rate=99.5%,...
2026.01
3.37
WM-DLM
Detection rate=90%, Ba...
2026.01
5.07
WM-DLM
Detection rate=99%, Ba...
2026.01
6.14
WM-DLM
Detection rate=99.5%,...
2026.01
6.33
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