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Sentiment Analysis on SST-2 (test) (Accuracy and ASR)
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100
Attack Success Rate
BadNet
43.84
58.42
73
87.58
Dec 12, 2025
Attack Success Rate
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Attack Success Rate
Accuracy
BadNet
Backbone=Qwen2.5-0.5B
2025.12
100
90.67
BadNet-CE
Backbone=Qwen2.5-0.5B
2025.12
100
89.9
P-Trojan
Backbone=Qwen2.5-0.5B
2025.12
100
91.97
BadNet-CE
Backbone=Qwen2.5-1.5B
2025.12
100
95.69
P-Trojan
Backbone=Qwen2.5-1.5B
2025.12
100
93.78
BadNet-CE
Backbone=LLaMA3.2-1B
2025.12
100
92.75
P-Trojan
Backbone=LLaMA3.2-1B
2025.12
100
92.1
BadNet
Backbone=LLaMA3.2-1B
2025.12
87
91.73
BadEdit
Backbone=Qwen2.5-0.5B
2025.12
69
70.23
BadEdit
Backbone=Qwen2.5-1.5B
2025.12
53
89.98
BadEdit
Backbone=LLaMA3.2-1B
2025.12
49
87.92
BadNet
Backbone=Qwen2.5-1.5B
2025.12
46
94.96
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