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Benchmarks
Adversarial Attack Detection on CIFAR-100 Adversarial
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98
BIM Detection Score
Rel-U
25.2
44.1
63
81.9
Dec 22, 2025
BIM Detection Score
CW Detection Score
DF Detection Score
PGD Detection Score
Updated 4d ago
Evaluation Results
Method
Method
Links
BIM Detection Score
CW Detection Score
DF Detection Score
PGD Detection Score
Rel-U
Backbone=VGG16
2025.12
98
68
85
99
DMD-b
Backbone=VGG16
2025.12
98
96
96
96
Rel-U
Backbone=ViTB16
2025.12
98
85
92
98
DMD-a
Backbone=VGG16
2025.12
95
95
84
85
DMD-a
Backbone=ViTB16
2025.12
95
94
93
92
MSP
Backbone=VGG16
2025.12
82
30
19
85
DOC
Backbone=VGG16
2025.12
81
58
22
84
MACS
Backbone=VGG16
2025.12
77
50
36
73
MSP
Backbone=ViTB16
2025.12
69
30
30
71
DOC
Backbone=ViTB16
2025.12
67
60
39
70
DMD-b
Backbone=ViTB16
2025.12
64
82
54
61
MACS
Backbone=ViTB16
2025.12
51
30
23
53
FS
Backbone=ViTB16
2025.12
37
16
43
48
FS
Backbone=VGG16
2025.12
28
16
67
32
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