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ResearchFormerly WizWand

Image Classification on CIFAR-10 Imbalanced Long-Tailed

20.18Top-1 Error (rho=100)BBN
19.801622.355824.9127.4642Jun 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BBNBackbone=ResNet-322021.0620.1817.82
LDAM-DRW-RSGBackbone=ResNet-322021.0620.4517.2
LDAM-DRW-SSPBackbone=ResNet-322021.0622.1717.87
LDAM-DRWBackbone=ResNet-322021.0622.9718.97
M-DRWBackbone=ResNet-322021.0624.9420.44
CB FocalBackbone=ResNet-322021.0625.4320.73
CB RWBackbone=ResNet-322021.0627.6321.95
Focal lossBackbone=ResNet-322021.0629.6223.28
ERMBackbone=ResNet-322021.0629.6425.19