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ResearchFormerly WizWand

Image Classification on MNIST (test) (Natural and Certified Accuracy)

99.23Natural AccuracySABR
97.222897.743998.26598.7861May 8, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SABRepsilon_infinity=0.12023.0599.2398.22
COLTepsilon_infinity=0.12023.0599.297.1
TAPSepsilon_infinity=0.12023.0599.1998.39
STAPSepsilon_infinity=0.12023.0599.1598.37
SORTNETepsilon_infinity=0.12023.0599.0198.14
IBPepsilon_infinity=0.12023.0598.8497.95
SABRepsilon_infinity=0.32023.0598.7593.4
STAPSepsilon_infinity=0.32023.0598.5393.51
SORTNETepsilon_infinity=0.32023.0598.4693.4
TAPSepsilon_infinity=0.32023.0597.9493.62
IBPepsilon_infinity=0.32023.0597.6793.1
COLTepsilon_infinity=0.32023.0597.385.7