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Benchmarks
Watermarked text generation and detection on Gemma-2B Pre-trained
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100
TPR
KGW
98.96
99.23
99.5
99.77
May 6, 2026
TPR
Cal-Z
Delta Reward
PPL Ratio
Grammatical Error Rate
Updated 26d ago
Evaluation Results
Method
Method
Links
TPR
Cal-Z
Delta Reward
PPL Ratio
Grammatical Error Rate
KGW
N=100, Transferability...
2026.05
100
10.2
-9.1
0.37
2.47
EWD
N=100, Transferability...
2026.05
100
6.8
-8.6
0.35
1.34
Unigram
N=100, Transferability...
2026.05
100
14.3
-10.7
0.3
0.98
Adaptive
N=100, Transferability...
2026.05
100
10.6
-1.8
1.89
2.27
SLAM
N=100, Transferability...
2026.05
100
14.9
-1.3
1.24
1.33
SynthID
N=100, Transferability...
2026.05
99
7.2
-2.8
0.62
1.26
SAEMark
N=100, Transferability...
2026.05
99
5.8
-0.6
1.02
1.48
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