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Benchmarks
Backdoor Detection on GTSRB SIG attack (test)
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97.63
AUC
MNTD
39.2652
54.4176
69.57
84.7224
Dec 17, 2025
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
MNTD
Model Architecture=SEN...
2025.12
97.63
ARCGEN
Model Architecture=SEN...
2025.12
97.03
ARCGEN
Model Architecture=Res...
2025.12
95.03
MNTD
Model Architecture=Res...
2025.12
93.25
ARCGEN
Model Architecture=Eff...
2025.12
90.23
ARCGEN
Model Architecture=Mob...
2025.12
89.73
ARCGEN
Model Architecture=Shu...
2025.12
88.01
ULPs
Model Architecture=SEN...
2025.12
83.07
MNTD
Model Architecture=Eff...
2025.12
81.97
MNTD
Model Architecture=Shu...
2025.12
81.65
ULPs
Model Architecture=Res...
2025.12
76.54
ULPs
Model Architecture=Shu...
2025.12
76.47
MNTD
Model Architecture=Mob...
2025.12
69.26
ULPs
Model Architecture=Mob...
2025.12
56.06
ULPs
Model Architecture=Eff...
2025.12
41.51
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