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Benchmarks
Backdoor Detection on MNIST (test)
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100
Top-1 ASR
LoRAcle
16.8
38.4
60
81.6
Jan 16, 2026
Top-1 ASR
Top-3 ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 ASR
Top-3 ASR
LoRAcle
Model=ResNet18, Attack...
2026.01
100
100
LoRAcle
Model=VGG19, Attack Ty...
2026.01
100
100
LoRAcle
Model=ViT, Attack Type...
2026.01
100
100
LoRAcle
Model=DenseNet, Attack...
2026.01
90
90
LoRAcle
Model=ResNet18, Attack...
2026.01
80
90
LoRAcle
Model=ResNet18, Attack...
2026.01
70
100
LoRAcle
Model=DenseNet, Attack...
2026.01
60
80
LoRAcle
Model=VGG19, Attack Ty...
2026.01
60
100
LoRAcle
Model=ViT, Attack Type...
2026.01
60
80
LoRAcle
Model=VGG19, Attack Ty...
2026.01
50
70
LoRAcle
Model=ViT, Attack Type...
2026.01
40
60
LoRAcle
Model=DenseNet, Attack...
2026.01
20
40
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