Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Adversarial Defense on ImageNet-1K 1.0 (test)
Loading...
78.6
Classification Accuracy
Platonic Defense
45.5072
54.0986
62.69
71.2814
Jun 28, 2026
Classification Accuracy
Perturbation Accuracy
AUC
Attack Success Rate
Updated 25d ago
Evaluation Results
Method
Method
Links
Classification Accuracy
Perturbation Accuracy
AUC
Attack Success Rate
Platonic Defense
Evaluation protocol=li...
2026.06
78.6
63.68
0.76
36.32
No Defense
Evaluation protocol=li...
2026.06
78.3
0.44
-
99.56
Decomp
Evaluation protocol=li...
2026.06
78.22
0.84
0.46
99.16
ZIP
Evaluation protocol=li...
2026.06
67.99
55.42
-
44.58
DeDe
Evaluation protocol=li...
2026.06
46.78
4.66
0.53
95.34
Beatrix
Evaluation protocol=li...
2026.06
-
-
0.39
-
DetectCLIP
Evaluation protocol=li...
2026.06
-
-
0.79
-
Feedback
Search any
task
Search any
task