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Image Classification on CIFAR10 (test) (Clean, AutoAttack, Certified Error)

50.91Clean Error RateA5/R
50.762451.758752.75553.7513May 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
A5/Repsilon_lambda^C=8/255, epsilon_D=32/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.0550.9157.2657.75
A5/Repsilon_lambda^C=8/255, epsilon_D=16/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.0551.5860.461.02
A5/Repsilon_lambda^C=8/255, epsilon_D=32/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.0551.756.9157.43
A5/Repsilon_lambda^C=8/255, epsilon_D=16/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.0551.9559.2159.67
A5/Repsilon_lambda^C=8/255, epsilon_D=8/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.0552.9162.5963.12
A5/Repsilon_lambda^C=8/255, epsilon_D=8/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.0553.2461.3861.93
A5/Repsilon_lambda^C=8/255, epsilon_D=4/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.0553.7364.0764.57
A5/Repsilon_lambda^C=8/255, epsilon_D=32/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.0554.0558.3958.73
A5/Repsilon_lambda^C=8/255, epsilon_D=4/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.0554.1263.3263.74
A5/Repsilon_lambda^C=8/255, epsilon_D=4/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.0554.3763.5864.03
A5/Repsilon_lambda^C=8/255, epsilon_D=16/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.0554.4459.8760.11
A5/Repsilon_lambda^C=8/255, epsilon_D=8/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.0554.5460.8561.16
CROWN-IBPepsilon_lambda^C=8/255, epsilon_D=0/255, epsilon_lambda^R=4/255, epsilon_A=8/2552023.0554.666.3467.11
CROWN-IBPepsilon_lambda^C=8/255, epsilon_D=0/255, epsilon_lambda^R=8/255, epsilon_A=8/2552023.0554.666.3467.11
CROWN-IBPepsilon_lambda^C=8/255, epsilon_D=0/255, epsilon_lambda^R=16/255, epsilon_A=8/2552023.0554.666.3167.11