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Image Classification on ImageNet-LT IR=256 (test)

62AccuracyBalPoE
45.15249.52653.958.274Jun 10, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BalPoEBackbone=ResNeXt-50, Data Augmentation=Stronger, Training Duration=Longer2022.0662
BalPoEBackbone=ResNeXt-50, Data Augmentation=Stronger, Training Duration=Standard2022.0661.6
SADEBackbone=ResNeXt-50, Data Augmentation=Stronger, Training Duration=Longer2022.0661.2
BalPoEBackbone=ResNet-50, Data Augmentation=Stronger, Training Duration=Longer2022.0660.8
NCLBackbone=ResNeXt-50, Data Augmentation=Stronger, Training Duration=Longer2022.0660.5
BalPoEBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0659.8
BalPoEBackbone=ResNet-50, Data Augmentation=Stronger, Training Duration=Standard2022.0659.7
Uniform BalPoEBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0659.5
NCLBackbone=ResNet-50, Data Augmentation=Stronger, Training Duration=Longer2022.0659.5
SADEBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0658.8
BalPoEBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0658.5
PaCoBackbone=ResNeXt-50, Data Augmentation=Stronger, Training Duration=Longer2022.0658.2
CMO+BSBackbone=ResNet-50, Data Augmentation=Stronger, Training Duration=Longer2022.0658
BCLBackbone=ResNeXt-50, Data Augmentation=Stronger, Training Duration=Standard2022.0657.1
PaCoBackbone=ResNet-50, Data Augmentation=Stronger, Training Duration=Longer2022.0657
ACEBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0656.6
RIDEBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0656.4
BCLBackbone=ResNet-50, Data Augmentation=Stronger, Training Duration=Standard2022.0656
SSDBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0656
LA**Backbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0655.2
RIDEBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0654.9
ACEBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0654.7
TLCBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0654.6
DRO-LTBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0653.5
DiVEBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0653.1
LADEBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0653
MISLASBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0652.7
MISLASBackbone=ResNeXt-50, Data Augmentation=Standard, Training Duration=Standard2022.0651.4
BSBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0651.1
UniMix+BayiasBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0648.4
CE*Backbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0647.2
LDAM-DRWBackbone=ResNet-50, Data Augmentation=Standard, Training Duration=Standard2022.0645.8