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Text Quality Assessment on Gemma-7B Unmodified Watermarked Text
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12.188
Perplexity (PPL)
DEW
12.05552
12.94976
13.844
14.73824
Jun 30, 2026
Perplexity (PPL)
Normalized Perplexity Score (NPS)
Updated 24d ago
Evaluation Results
Method
Method
Links
Perplexity (PPL)
Normalized Perplexity Score (NPS)
DEW
k (context window)=3,...
2026.06
12.188
-0.022
DEW
k (context window)=5,...
2026.06
12.188
-0.048
DEW
k (context window)=5,...
2026.06
12.563
0.004
DEW
k (context window)=3,...
2026.06
12.953
-0.008
DEW
k (context window)=3,...
2026.06
13.813
-0.074
DEW
k (context window)=5,...
2026.06
14
-0.108
DEW
k (context window)=5,...
2026.06
14.25
-0.03
DEW
k (context window)=3,...
2026.06
14.438
-0.082
X-SIR
Token Embedding Space=...
2026.06
14.688
-0.12
SIR
Token Embedding Space=...
2026.06
14.938
-0.172
TS
Token Embedding Space=...
2026.06
15.5
-0.074
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