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Benchmarks
Text Watermark Detection on Gemma-7B Post-paraphrasing human-authored texts
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84
TPR @ 1% FPR
TS
3.088
24.094
45.1
66.106
Jun 30, 2026
TPR @ 1% FPR
TPR @ 5% FPR
Updated 25d ago
Evaluation Results
Method
Method
Links
TPR @ 1% FPR
TPR @ 5% FPR
TS
Token Embedding Space=...
2026.06
84
94.2
X-SIR
Token Embedding Space=...
2026.06
70.8
86.6
DEW
k (context window)=3,...
2026.06
65.4
83
DEW
k (context window)=5,...
2026.06
63.2
84.6
SIR
Token Embedding Space=...
2026.06
52.8
78.2
DEW
k (context window)=5,...
2026.06
46.8
70.6
DEW
k (context window)=3,...
2026.06
43.8
66.6
DEW
k (context window)=3,...
2026.06
16
36
DEW
k (context window)=3,...
2026.06
14.4
32.8
DEW
k (context window)=5,...
2026.06
6.8
29.4
DEW
k (context window)=5,...
2026.06
6.2
30.8
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