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Benchmarks
Adversarial Detection on ImageNet MiniGPT-4
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85
Detection Rate
CIDER
49.64
58.82
68
77.18
Jun 13, 2024
Detection Rate
Updated 9d ago
Evaluation Results
Method
Method
Links
Detection Rate
CIDER
Approach Category=Mult...
2024.06
85
JailGuard
Approach Category=Mult...
2024.06
85
DPS
Approach Category=Mult...
2024.06
85
SmoothVLM
Approach Category=Mult...
2024.06
80
Stochastic-MC
Approach Category=Ours
2024.06
67
MC
Approach Category=Ours
2024.06
66
DiffPure
Approach Category=Unim...
2024.06
62
Naive
Approach Category=Mult...
2024.06
57
FS
Approach Category=Unim...
2024.06
54
PuVAE
Approach Category=Unim...
2024.06
53
MagNet
Approach Category=Unim...
2024.06
51
CLIP
Approach Category=Mult...
2024.06
51
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