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Benchmarks
Image Classification on CIFAR-10 (Clean, AA, Gap Metrics)
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87.44
Clean Accuracy
HICAT
83.0304
84.1752
85.32
86.4648
Jun 2, 2026
Clean Accuracy
Adversarial Accuracy (AA)
Robustness Gap (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Adversarial Accuracy (AA)
Robustness Gap (%)
HICAT
Backbone=WRN-34-10, Da...
2026.06
87.44
56.2
3.03
DHAT
Backbone=WRN-34-10, Da...
2026.06
86.1
54.48
6.3
SGLR
Backbone=WRN-34-10, Da...
2026.06
85.81
52.77
9.84
AWP
Backbone=WRN-34-10, Da...
2026.06
85.57
53.9
7.51
CFA
Backbone=WRN-34-10, Da...
2026.06
84.9
52.63
11.27
FSR
Backbone=WRN-34-10, Da...
2026.06
84.46
53.03
7.99
MART
Backbone=WRN-34-10, Da...
2026.06
84.17
51.1
9.9
UIAT
Backbone=WRN-34-10, Da...
2026.06
83.2
52.92
9.4
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