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Benchmarks
Watermarked text generation and detection on Gemma-2 9B Pre-trained
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100
TPR
KGW
9.52
33.01
56.5
79.99
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
11.4
-7.5
0.41
2.02
Unigram
N=100, Transferability...
2026.05
100
14.5
-11.5
0.35
1.02
Adaptive
N=100, Transferability...
2026.05
100
10.7
-2.4
2.19
2.9
SLAM
N=100, Transferability...
2026.05
100
11.8
-1.9
1.36
1.55
EWD
N=100, Transferability...
2026.05
99
5.5
-7.7
0.41
0.86
SynthID
N=100, Transferability...
2026.05
99
7.2
-0.2
0.72
1.24
SAEMark
N=100, Transferability...
2026.05
13
-1.3
0.4
0.59
1.82
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