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ResearchFormerly WizWand

Image Classification on CIFAR-10 standard (train=4K, unlabeled=41K)

3.95Error RateUDA + 'Consist.'
3.85124.51815.1855.8519May 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
UDA + 'Consist.'Backbone=WRN28-2, Data Augmentation=RandAugment [6], Number of runs=5, Source=Our results2023.053.95
FixMatchBackbone=WRN28-2, Data Augmentation=RandAugment [6], Number of runs=5, Source=Our results2023.054.25
FixMatchBackbone=WRN28-2, Data Augmentation=RandAugment [6], Source=Copied from [32]2023.054.26
UDA (no sharpening)Backbone=WRN28-2, Data Augmentation=RandAugment [6], Number of runs=5, Source=Our results2023.054.33
UDABackbone=WRN28-2, Data Augmentation=RandAugment [6], Source=Copied from [32]2023.054.88
MixMatchBackbone=WRN28-2, Source=Copied from [32]2023.056.42