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ResearchFormerly WizWand

Imbalanced Image Classification on CIFAR-100 (test)

54.69AccuracyLDAM-DRW + LoRot-I
38.601242.778146.95551.1319Jul 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LDAM-DRW + LoRot-IImbalance Ratio=0.052022.0754.69
LDAM-DRW + LoRot-EImbalance Ratio=0.052022.0754.66
LDAM-DRWImbalance Ratio=0.052022.0753.25
LDAM-DRW + Rot (PT)Imbalance Ratio=0.052022.0752.81
LDAM-DRW + LoRot-EImbalance Ratio=0.022022.0750.05
LDAM-DRW + LoRot-IImbalance Ratio=0.022022.0749.33
LDAM-DRW + Rot (PT)Imbalance Ratio=0.022022.0747.67
LDAM-DRW + SSPImbalance Ratio=0.022022.0747.11
LDAM-DRW + Rot (DA)Imbalance Ratio=0.052022.0746.97
LDAM-DRW + Rot (MT)Imbalance Ratio=0.052022.0746.76
LDAM-DRW + LoRot-EImbalance Ratio=0.012022.0746.48
LDAM-DRWImbalance Ratio=0.022022.0746.15
LDAM-DRW + LoRot-IImbalance Ratio=0.012022.0745.82
LDAM-DRW + SLA+SDImbalance Ratio=0.012022.0745.53
LDAM-DRW + Rot (DA)Imbalance Ratio=0.022022.0743.7
LDAM-DRW + Rot (MT)Imbalance Ratio=0.022022.0743.43
LDAM-DRW + SSPImbalance Ratio=0.012022.0743.43
LDAM-DRW + Rot (PT)Imbalance Ratio=0.012022.0743.08
LDAM-DRWImbalance Ratio=0.012022.0742.04
LDAM-DRW + Rot (DA)Imbalance Ratio=0.012022.0740.32
LDAM-DRW + Rot (MT)Imbalance Ratio=0.012022.0739.22