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ResearchFormerly WizWand

Adversarial Robustness on CIFAR100 1000 images (val)

70.25Clean AccSA
59.985262.650165.31567.9799Nov 2, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SATarget Model=Cui et al. [54], Query budget=500, Threat model=l_inf, Epsilon=8/2552021.1170.2548.9
SATarget Model=Cui et al. [54], Query budget=1000, Threat model=l_inf, Epsilon=8/2552021.1170.2542.3
SATarget Model=Cui et al. [54], Query budget=2500, Threat model=l_inf, Epsilon=8/2552021.1170.2533.6
SATarget Model=Cui et al. [54], Query budget=5000, Threat model=l_inf, Epsilon=8/2552021.1170.2530.5
AATarget Model=Cui et al. [54], Query budget=500, Threat model=l_inf, Epsilon=8/2552021.1170.2547.5
AATarget Model=Cui et al. [54], Query budget=1000, Threat model=l_inf, Epsilon=8/2552021.1170.2542.8
AATarget Model=Cui et al. [54], Query budget=2500, Threat model=l_inf, Epsilon=8/2552021.1170.2535.9
AATarget Model=Cui et al. [54], Query budget=5000, Threat model=l_inf, Epsilon=8/2552021.1170.2532.5
MSATarget Model=Cui et al. [54], Query budget=500, Threat model=l_inf, Epsilon=8/2552021.1170.2542.6
MSATarget Model=Cui et al. [54], Query budget=1000, Threat model=l_inf, Epsilon=8/2552021.1170.2537.8
MSATarget Model=Cui et al. [54], Query budget=2500, Threat model=l_inf, Epsilon=8/2552021.1170.2532.5
MSATarget Model=Cui et al. [54], Query budget=5000, Threat model=l_inf, Epsilon=8/2552021.1170.2530.1
SATarget Model=Wu et al. [53], Query budget=500, Threat model=l_inf, Epsilon=8/2552021.1160.3843.3
SATarget Model=Wu et al. [53], Query budget=1000, Threat model=l_inf, Epsilon=8/2552021.1160.3838.7
SATarget Model=Wu et al. [53], Query budget=2500, Threat model=l_inf, Epsilon=8/2552021.1160.3833.9
SATarget Model=Wu et al. [53], Query budget=5000, Threat model=l_inf, Epsilon=8/2552021.1160.3832.3
AATarget Model=Wu et al. [53], Query budget=500, Threat model=l_inf, Epsilon=8/2552021.1160.3841.3
AATarget Model=Wu et al. [53], Query budget=1000, Threat model=l_inf, Epsilon=8/2552021.1160.3837.6
AATarget Model=Wu et al. [53], Query budget=2500, Threat model=l_inf, Epsilon=8/2552021.1160.3835
AATarget Model=Wu et al. [53], Query budget=5000, Threat model=l_inf, Epsilon=8/2552021.1160.3832.7
MSATarget Model=Wu et al. [53], Query budget=500, Threat model=l_inf, Epsilon=8/2552021.1160.3837.8
MSATarget Model=Wu et al. [53], Query budget=1000, Threat model=l_inf, Epsilon=8/2552021.1160.3835.5
MSATarget Model=Wu et al. [53], Query budget=2500, Threat model=l_inf, Epsilon=8/2552021.1160.3833.1
MSATarget Model=Wu et al. [53], Query budget=5000, Threat model=l_inf, Epsilon=8/2552021.1160.3832.2