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Robustness Assessment on CIFAR-10
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76
G_hat NPPR
NPPR
72.2
74.1
76
77.9
Nov 21, 2025
G_hat NPPR
G_hat AR (PGD-1)
q-metric (1/std)
q-metric (10/std)
q-metric (100/std)
q-metric (1000/std)
Updated 2d ago
Evaluation Results
Method
Method
Links
G_hat NPPR
G_hat AR (PGD-1)
q-metric (1/std)
q-metric (10/std)
q-metric (100/std)
q-metric (1000/std)
NPPR
Backbone=ResNet18
2025.11
76
-
-
-
-
-
Weak-adversary baseline
Backbone=ResNet18, Att...
2025.11
-
87
-
-
-
-
Intermediate-stress formulation
Backbone=ResNet18, Nor...
2025.11
-
-
18
54
86
91
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