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ResearchFormerly WizWand

Image Classification on CIFAR100 (Test Accuracy and Wall Time)

0.0731Wall TimePDR+Krum
-0.3375882.4345565.20677.978844May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PDR+KrumAttack Name=LIE Attack, b=0.1, beta=0.22026.050.073128.87
PDR+KrumAttack Name=Gaussian Attack, b=0.3, beta=0.22026.050.075624.23
PDR+KrumAttack Name=FoE Attack, b=0.3, beta=0.22026.050.076523.39
PDR+KrumAttack Name=FoE Attack, b=0.1, beta=0.22026.050.078623.37
PDR+KrumAttack Name=LIE Attack, b=0.3, beta=0.22026.050.078929.52
PDR+KrumAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.050.0823.33
PDR+KrumAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.050.084729.69
PDR+BulyanAttack Name=FoE Attack, b=0.3, beta=0.22026.050.097523.18
PDR+BulyanAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.050.101146.63
PDR+BulyanAttack Name=Gaussian Attack, b=0.3, beta=0.22026.050.10943.79
PDR+BulyanAttack Name=LIE Attack, b=0.3, beta=0.22026.050.110245.49
PDR+BulyanAttack Name=LIE Attack, b=0.1, beta=0.22026.050.110457.57
PDR+KrumAttack Name=Gaussian Attack, b=0.1, beta=0.22026.050.110623.74
PDR+BulyanAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.050.115857.5
PDR+BulyanAttack Name=FoE Attack, b=0.1, beta=0.22026.050.116456
PDR+BulyanAttack Name=Gaussian Attack, b=0.1, beta=0.22026.050.121657.55
PDR+MCAAttack Name=FoE Attack, b=0.3, beta=0.22026.050.146356.74
PDR+MCAAttack Name=Gaussian Attack, b=0.3, beta=0.22026.050.146557.43
PDR+MCAAttack Name=LIE Attack, b=0.1, beta=0.22026.050.149558.51
PDR+MCAAttack Name=FoE Attack, b=0.1, beta=0.22026.050.150257.82
PDR+Geometric MedianAttack Name=LIE Attack, b=0.1, beta=0.22026.050.159558.49
PDR+MCAAttack Name=Gaussian Attack, b=0.1, beta=0.22026.050.1658.58
PDR+MCAAttack Name=LIE Attack, b=0.3, beta=0.22026.050.1657.78
PDR+Geometric MedianAttack Name=Gaussian Attack, b=0.3, beta=0.22026.050.167857.49
PDR+MCAAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.050.180657.46
PDR+Geometric MedianAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.050.181250.75
PDR+Geometric MedianAttack Name=Gaussian Attack, b=0.1, beta=0.22026.050.19158.38
PDR+Geometric MedianAttack Name=LIE Attack, b=0.3, beta=0.22026.050.203357.64
PDR+Geometric MedianAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.050.241621.95
MCAAttack Name=LIE Attack, b=0.3, beta=0.22026.050.369357.45
MCAAttack Name=Gaussian Attack, b=0.3, beta=0.22026.050.373357.69
MCAAttack Name=LIE Attack, b=0.1, beta=0.22026.050.374558.81
MCAAttack Name=Gaussian Attack, b=0.1, beta=0.22026.050.423458.52
MCAAttack Name=FoE Attack, b=0.3, beta=0.22026.050.435256.31
MCAAttack Name=FoE Attack, b=0.1, beta=0.22026.050.44357.96
PDR+MCAAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.050.4707—
MCAAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.050.536457.47
Geometric MedianAttack Name=LIE Attack, b=0.3, beta=0.22026.050.958357.53
Geometric MedianAttack Name=Gaussian Attack, b=0.3, beta=0.22026.050.965957.73
Geometric MedianAttack Name=LIE Attack, b=0.1, beta=0.22026.050.974258.5
Geometric MedianAttack Name=Gaussian Attack, b=0.1, beta=0.22026.050.976858.3
Geometric MedianAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.050.986650.74
PDR+Geometric MedianAttack Name=FoE Attack, b=0.1, beta=0.22026.051.05448.03
Geometric MedianAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.051.253521.86
MCAAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.051.2894—
PDR+Geometric MedianAttack Name=FoE Attack, b=0.3, beta=0.22026.052.4157—
Geometric MedianAttack Name=FoE Attack, b=0.1, beta=0.22026.054.899348.05
KrumAttack Name=LIE Attack, b=0.1, beta=0.22026.057.968625.64
KrumAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.057.979730.04
KrumAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.057.981729.18
KrumAttack Name=Gaussian Attack, b=0.3, beta=0.22026.058.011523.31
KrumAttack Name=FoE Attack, b=0.3, beta=0.22026.058.022223.34
KrumAttack Name=FoE Attack, b=0.1, beta=0.22026.058.035323.29
BulyanAttack Name=FoE Attack, b=0.3, beta=0.22026.058.100824.41
BulyanAttack Name=Sign-flip Attack, b=0.3, beta=0.22026.058.139350.87
BulyanAttack Name=LIE Attack, b=0.3, beta=0.22026.058.165450.04
BulyanAttack Name=Gaussian Attack, b=0.3, beta=0.22026.058.172851.09
KrumAttack Name=Gaussian Attack, b=0.1, beta=0.22026.058.230924.31
BulyanAttack Name=Sign-flip Attack, b=0.1, beta=0.22026.058.294958.22
BulyanAttack Name=FoE Attack, b=0.1, beta=0.22026.058.361557.18
BulyanAttack Name=Gaussian Attack, b=0.1, beta=0.22026.058.384957.88
KrumAttack Name=LIE Attack, b=0.3, beta=0.22026.058.670729.58
BulyanAttack Name=LIE Attack, b=0.1, beta=0.22026.059.089857.87
Geometric MedianAttack Name=FoE Attack, b=0.3, beta=0.22026.0510.3403—