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Benchmarks
Image Classification on CIFAR10 1000 images (val)
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88.67
Clean Accuracy
SA
87.994
88.1695
88.345
88.5205
Nov 2, 2021
Clean Accuracy
Robust Accuracy
Accuracy (500 queries)
Accuracy (1000 queries)
Accuracy (2500 queries)
Accuracy (5000 queries)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Robust Accuracy
Accuracy (500 queries)
Accuracy (1000 queries)
Accuracy (2500 queries)
Accuracy (5000 queries)
SA
Attack method=SA, Targ...
2021.11
88.67
67.68
86.3
84.7
81.4
79.7
AA
Attack method=AA, Targ...
2021.11
88.67
67.68
83.7
81.4
79.9
78.6
MSA2
Attack method=MSA2, Ta...
2021.11
88.67
67.68
82.6
81
78.7
76.9
SA
Attack method=SA, Targ...
2021.11
88.02
66.09
85.5
83.9
81.1
78.7
AA
Attack method=AA, Targ...
2021.11
88.02
66.09
82.8
81.4
79.3
77.6
MSA2
Attack method=MSA2, Ta...
2021.11
88.02
66.09
82.3
80.9
77.4
75.8
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