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Benchmarks
Top-1 White-box Attack on TREC DL 20 (test)
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95.7
ASR
Ours
66.788
74.294
81.8
89.306
Apr 24, 2025
ASR
Top@10 Accuracy
Top@50 Accuracy
BLEU Score
LLM Q1 Score
LLM Q2 Score
Perplexity
Time Cost (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR
Top@10 Accuracy
Top@50 Accuracy
BLEU Score
LLM Q1 Score
LLM Q2 Score
Perplexity
Time Cost (s)
Ours
Target Model=SimLM
2025.04
95.7
50
75.3
7.9
94.4
75.3
166
115.6
HotFlip-based
Target Model=SimLM
2025.04
77.8
61.7
67.3
1.9
96.1
74.7
6,390.9
449.8
Random Token
Target Model=SimLM
2025.04
71
18.5
38.3
35.5
90.7
64.2
1,793.4
0.1
Random Noise
Target Model=SimLM
2025.04
67.9
1.2
6.2
2.7
100
98.2
3,410.3
0.1
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