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Benchmarks
Adversarial Language Modeling on WikiText-2
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11.02
Perplexity (Baseline)
GDF-BFA
10.6192
13.3246
16.03
18.7354
Nov 27, 2025
Perplexity (Baseline)
Perplexity (Adversarial)
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity (Baseline)
Perplexity (Adversarial)
GDF-BFA
Backbone=Llama2-13B, #...
2025.11
11.02
544.99
Llama2-13B
Model=Llama2-13B, # of...
2025.11
11.44
105.24
GDF-BFA
Backbone=Mistral-7B-v0...
2025.11
12.18
1,752.41
GDF-BFA
Backbone=Llama2-7B, #...
2025.11
12.32
1,493.07
Llama2-7B
Model=Llama2-7B, # of...
2025.11
13.8
8,103.08
GDF-BFA
Backbone=Llama3-8B, #...
2025.11
14.46
32,048.31
Llama3-8B
Model=Llama3-8B, # of...
2025.11
16.65
344,551.89
GDF-BFA
Backbone=Qwen3-8B, # o...
2025.11
21.04
391.01
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