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Benchmarks
Adversarial Detection on ImageNet UniDiffuser (test)
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96
Detection Rate
MC
49.2
61.35
73.5
85.65
Jun 13, 2024
Detection Rate
Updated 9d ago
Evaluation Results
Method
Method
Links
Detection Rate
MC
Approach Category=Ours
2024.06
96
Stochastic-MC
Approach Category=Ours
2024.06
95
CIDER
Approach Category=Mult...
2024.06
84
DPS
Approach Category=Mult...
2024.06
83
SmoothVLM
Approach Category=Mult...
2024.06
82
JailGuard
Approach Category=Mult...
2024.06
81
DiffPure
Approach Category=Unim...
2024.06
80
MagNet
Approach Category=Unim...
2024.06
74
Naive
Approach Category=Mult...
2024.06
68
CLIP
Approach Category=Mult...
2024.06
59
FS
Approach Category=Unim...
2024.06
56
PuVAE
Approach Category=Unim...
2024.06
51
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