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Watermarking on C4 (PPL and Detection Scores)
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2.65
PPL
UW
2.6356
2.7328
2.83
2.9272
Apr 24, 2026
PPL
T@1
F1@1
T@5
F1@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
PPL
T@1
F1@1
T@5
F1@5
UW
Model=LLaMA-3-8B
2026.04
2.65
3
5.8
4
7.3
KGW + SSG
Model=LLaMA-3-8B
2026.04
2.8
93
95.9
95
95
SWEET + SSG
Model=LLaMA-3-8B
2026.04
2.8
94
96.8
95.2
95.8
EWD + SSG
Model=LLaMA-3-8B
2026.04
2.8
96
97.5
98
96.6
KGW
Model=LLaMA-3-8B
2026.04
3.01
81
89
90
92.3
SWEET
Model=LLaMA-3-8B
2026.04
3.01
91
94.8
93
93.9
EWD
Model=LLaMA-3-8B
2026.04
3.01
95
96.9
97
96
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