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Benchmarks
Top-1 White-box Attack on TREC DL 19 (test)
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98.4
ASR
Ours
72.504
79.227
85.95
92.673
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
98.4
43.4
79.1
9.3
95.4
75.2
188.9
119.9
HotFlip-based
Target Model=SimLM
2025.04
89.9
68.2
76.7
2
99.2
86.1
6,032.6
512.1
Random Token
Target Model=SimLM
2025.04
73.6
14.7
35.7
34.9
93
56.6
1,638.2
0.1
Random Noise
Target Model=SimLM
2025.04
73.5
2.3
4.6
3.7
100
98.4
3,469.2
0.1
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