Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Watermark Detection Robustness on Gemma-2 9B Pre-trained (test)
Loading...
100
TPR (Baseline)
KGW
9.52
33.01
56.5
79.99
May 6, 2026
TPR (Baseline)
TPR (DIPPER Attack)
TPR (Random Walk Attack)
TPR (Contextual Synonym Attack)
TPR (Synonym Substitution Attack)
TPR (Word Deletion Attack)
TPR (Word Substitution Attack)
TPR (Reordering Attack)
Average TPR (All Attacks)
Average TPR (Paragraph Attacks)
Updated 26d ago
Evaluation Results
Method
Method
Links
TPR (Baseline)
TPR (DIPPER Attack)
TPR (Random Walk Attack)
TPR (Contextual Synonym Attack)
TPR (Synonym Substitution Attack)
TPR (Word Deletion Attack)
TPR (Word Substitution Attack)
TPR (Reordering Attack)
Average TPR (All Attacks)
Average TPR (Paragraph Attacks)
KGW
Backbone=Gemma-2 9B
2026.05
100
64
99
99
99
98
99
100
94
82
Unigram
Backbone=Gemma-2 9B
2026.05
100
62
98
97
98
97
99
99
93
80
Adaptive
Backbone=Gemma-2 9B
2026.05
100
74
87
100
100
100
100
99
94
80
SLAM (k=10)
Backbone=Gemma-2 9B, P...
2026.05
100
10
100
100
100
100
100
100
87
55
EWD
Backbone=Gemma-2 9B
2026.05
99
46
5
6
95
95
80
6
48
26
SynthID
Backbone=Gemma-2 9B
2026.05
99
14
68
81
68
40
79
96
64
41
SAEMark
Backbone=Gemma-2 9B
2026.05
13
2
10
10
11
8
10
3
8
6
Feedback
Search any
task
Search any
task
