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Benchmarks
Robust Steganography on LLM Generative Text (Capacity and Rate Metrics)
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84.08
Embedding Capacity (bits / 1k tokens)
STEAD
10.9992
29.9721
48.945
67.9179
Jan 21, 2026
Embedding Capacity (bits / 1k tokens)
Entropy (bit/token)
Encoding Rate (s/bit)
Decoding Rate (s/bit)
Updated 4d ago
Evaluation Results
Method
Method
Links
Embedding Capacity (bits / 1k tokens)
Entropy (bit/token)
Encoding Rate (s/bit)
Decoding Rate (s/bit)
STEAD
Model=DREAM, Temperatu...
2026.01
84.08
7.78
0.9859
1.0712
STEAD
Model=DREAM, Temperatu...
2026.01
58.31
6.54
1.4431
1.4949
STEAD
Model=DREAM, Temperatu...
2026.01
36.33
4.59
2.3471
2.2642
STEAD
Model=DREAM, Temperatu...
2026.01
33.23
4.2
2.603
2.3012
PSARS
Model=QWEN2, Temperatu...
2026.01
13.81
3.48
1.6583
1.5893
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