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Robustness Evaluation on MMLU (Accuracy Before/After Attack)
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72.7
MMLU Accuracy (Before Attack)
GDF-BFA
38.1824
47.1437
56.105
65.0663
Nov 27, 2025
MMLU Accuracy (Before Attack)
MMLU Accuracy (After Attack)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MMLU Accuracy (Before Attack)
MMLU Accuracy (After Attack)
GDF-BFA
Backbone=Qwen3-8B, # o...
2025.11
72.7
26.6
GDF-BFA
Backbone=Llama3-8B, #...
2025.11
61.5
23.1
GDF-BFA
Backbone=Mistral-7B-v0...
2025.11
58.9
24.12
Llama3-8B
Model=Llama3-8B, # of...
2025.11
57.3
22.9
GDF-BFA
Backbone=Llama2-13B, #...
2025.11
52.07
24
Llama2-13B
Model=Llama2-13B, # of...
2025.11
50.05
22.9
GDF-BFA
Backbone=Llama2-7B, #...
2025.11
41.41
22.9
Llama2-7B
Model=Llama2-7B, # of...
2025.11
39.51
25.5
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