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ResearchFormerly WizWand

Long-tailed Image Classification on CIFAR-100 LT (Imbalance ratio 200)

44.88Top-1 AccGCL
34.438437.149239.8642.5708May 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GCLBackbone Net=ResNet-322023.0544.88
MisLASBackbone Net=ResNet-322023.0542.33
CE loss + mixup + cRTBackbone Net=ResNet-322023.0541.73
LDAM-DRWBackbone Net=ResNet-322023.0538.91
BBNBackbone Net=ResNet-322023.0537.21
CE loss + mixupBackbone Net=ResNet-322023.0535.84
CE lossBackbone Net=ResNet-322023.0534.84