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Benchmarks
General Robustness and Detection Evaluation on Aggregate (CIFAR-100, CIFAR-100C, SVHN, Places365, Attacks)
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96
Mean Score
DMD-b
51.28
62.89
74.5
86.11
Dec 22, 2025
Mean Score
Max Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Score
Max Score
DMD-b
Backbone=VGG16
2025.12
96
98
Rel-U
Backbone=ViTB16
2025.12
94
98
DMD-a
Backbone=ViTB16
2025.12
91
96
Rel-U
Backbone=VGG16
2025.12
89
99
DMD-a
Backbone=VGG16
2025.12
83
95
DMD-b
Backbone=ViTB16
2025.12
68
90
MSP
Backbone=VGG16
2025.12
63
85
DOC
Backbone=VGG16
2025.12
63
84
DOC
Backbone=ViTB16
2025.12
62
84
MACS
Backbone=VGG16
2025.12
60
79
FS
Backbone=VGG16
2025.12
60
84
MSP
Backbone=ViTB16
2025.12
60
84
FS
Backbone=ViTB16
2025.12
57
88
MACS
Backbone=ViTB16
2025.12
53
81
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