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ResearchFormerly WizWand

Image Classification on CIFAR-100 Clean Labels

81.79AccuracySource
5.256425.125744.99564.8643Mar 28, 2019Jan 5, 2020Oct 15, 2020Jul 26, 2021May 5, 2022Feb 13, 2023Nov 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SourceBackbone=WRN-28-10, Normalization=BatchNorm2023.1181.79
TEABackbone=WRN-28-10, Normalization=BatchNorm2023.1180.88
SARBackbone=WRN-28-10, Normalization=BatchNorm2023.1180.84
BNBackbone=WRN-28-10, Normalization=BatchNorm2023.1180.83
EATABackbone=WRN-28-10, Normalization=BatchNorm2023.1180.68
ETABackbone=WRN-28-10, Normalization=BatchNorm2023.1180.65
PLBackbone=WRN-28-10, Normalization=BatchNorm2023.1180.52
SHOTBackbone=WRN-28-10, Normalization=BatchNorm2023.1180.52
TENTBackbone=WRN-28-10, Normalization=BatchNorm2023.1180.14
CCEBackbone=ResNet44, Optimization Group=Our Trained Results2019.0370
IMAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.0369.2
D2LBackbone=ResNet44, Optimization Group=Results From D2L2019.0368.6
ForwardBackbone=ResNet44, Optimization Group=Results From D2L2019.0368.5
BackwardBackbone=ResNet44, Optimization Group=Results From D2L2019.0368.5
Boot-hardBackbone=ResNet44, Optimization Group=Results From D2L2019.0368.3
CCEBackbone=ResNet44, Optimization Group=Results From D2L2019.0368.2
Boot-softBackbone=ResNet44, Optimization Group=Results From D2L2019.0367.9
SLBackbone=ResNet44, Optimization Group=Results From SL2019.0366.8
D2LBackbone=ResNet44, Optimization Group=Results From SL2019.0364.6
GCEBackbone=ResNet44, Optimization Group=Results From SL2019.0364.4
CCEBackbone=ResNet44, Optimization Group=Results From SL2019.0364.3
ForwardBackbone=ResNet44, Optimization Group=Results From SL2019.0364
LSBackbone=ResNet44, Optimization Group=Results From SL2019.0363.7
Boot-hardBackbone=ResNet44, Optimization Group=Results From SL2019.0363.3
MAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.038.2