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Mathematical Reasoning on GSM8K (Robustness/Adversarial Evaluation)
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72.5
Clean Accuracy
AGLS
30.9
41.7
52.5
63.3
May 26, 2025
Clean Accuracy
Attack Accuracy
Attack Success Rate (ASR)
Average Inference Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Attack Accuracy
Attack Success Rate (ASR)
Average Inference Time (s)
AGLS
Model=llama3.3-70B
2025.05
72.5
17.5
75.86
9.45
AGLS
Model=gemma2-2B
2025.05
50
5
90
1.49
AGLS
Model=llama3.1-70B
2025.05
47.5
15
68.42
3.44
AGLS
Model=qwen2.5-0.5B
2025.05
32.5
2.5
92.31
1.84
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