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Benchmarks
Language Modeling on PTB (Adversarial Robustness)
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28.32
Perplexity (Before Attack)
GDF-BFA
27.1284
35.1717
43.215
51.2583
Nov 27, 2025
Perplexity (Before Attack)
Perplexity (After Attack)
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity (Before Attack)
Perplexity (After Attack)
GDF-BFA
Backbone=Llama3-8B, #...
2025.11
28.32
32,048.31
Llama3-8B
Model=Llama3-8B, # of...
2025.11
31.59
366,773.58
GDF-BFA
Backbone=Qwen3-8B, # o...
2025.11
42.52
624.84
GDF-BFA
Backbone=Llama2-7B, #...
2025.11
47.34
2,395.26
GDF-BFA
Backbone=Mistral-7B-v0...
2025.11
48.94
4,074.4
Llama2-7B
Model=Llama2-7B, # of...
2025.11
53.751
6,717.69
GDF-BFA
Backbone=Llama2-13B, #...
2025.11
57.66
909.14
Llama2-13B
Model=Llama2-13B, # of...
2025.11
58.11
123.03
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