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ResearchFormerly WizWand

Image Classification on CIFAR-10 (val) (Metric: Error %)

12.8Error (%)SGD
12.46814.70916.9519.191May 21, 2018
Updated 5mo ago

Evaluation results

MethodLinks
SGDArchitecture=ResNet-182018.0512.8
CURVEBALL λArchitecture=ResNet-18, Dropout=0.32018.0513.5
AdamArchitecture=ResNet-182018.0514
CURVEBALL λArchitecture=ResNet-182018.0515.3
CURVEBALLArchitecture=Basic + BN2018.0515.8
CURVEBALLArchitecture=ResNet-182018.0516.1
SGDArchitecture=Basic + BN2018.0516.1
AdamArchitecture=Basic + BN2018.0516.1
CURVEBALL λArchitecture=Basic + BN2018.0516.3
CURVEBALLArchitecture=Basic2018.0519.3
AdamArchitecture=Basic2018.0519.7
CURVEBALL λArchitecture=Basic2018.0519.9
SGDArchitecture=Basic2018.0521.1