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ResearchFormerly WizWand

Image Classification on Long-Tailed CIFAR10 mu=0.01 (test)

0.7131AccuracyGDW
0.5034360.5578680.61230.666732Oct 29, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GDWimbalance ratio (mu)=0.012021.100.7131
INSWimbalance ratio (mu)=0.012021.100.7027
BaseModelimbalance ratio (mu)=0.012021.100.6977
Focalimbalance ratio (mu)=0.012021.100.6578
Balancedimbalance ratio (mu)=0.012021.100.6363
MWNetimbalance ratio (mu)=0.012021.100.627
Fine-tuningimbalance ratio (mu)=0.012021.100.5976
L2RWimbalance ratio (mu)=0.012021.100.5115