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ResearchFormerly WizWand

Image Classification on CIFAR-10 (Top-1 Error Rate)

30Top-1 Error RateEfficientNet-L2
27.246.16583.9Oct 3, 2020
Updated 8mo ago

Evaluation results

MethodLinks
EfficientNet-L2Backbone=EfficientNet-L2, SAM Optimization=true, Pre-training Dataset=ImageNet plus JFT2020.1030
EfficientNet-L2Backbone=EfficientNet-L2, SAM Optimization=false, Pre-training Dataset=ImageNet plus JFT2020.1034
BiT-L2020.1063
EfficientNet-b7Backbone=EfficientNet-b7, SAM Optimization=true, Pre-training Dataset=ImageNet-only2020.1088
EfficientNet-b7Backbone=EfficientNet-b7, SAM Optimization=false, Pre-training Dataset=ImageNet-only2020.1095
GpipePre-training Dataset=ImageNet-only2020.10100