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ResearchFormerly WizWand

Imbalanced Image Classification on CIFAR-10 (test)

86.67AccuracyLDAM-DRW + LoRot-E
71.028475.089279.1583.2108Jul 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LDAM-DRW + LoRot-EImbalance Ratio=0.052022.0786.67
LDAM-DRW + LoRot-IImbalance Ratio=0.052022.0786.52
LDAM-DRWImbalance Ratio=0.052022.0785.46
LDAM-DRW + Rot (PT)Imbalance Ratio=0.052022.0784.9
LDAM-DRW + LoRot-EImbalance Ratio=0.022022.0784.41
LDAM-DRW + LoRot-IImbalance Ratio=0.022022.0783.69
LDAM-DRW + SSPImbalance Ratio=0.022022.0782.13
LDAM-DRW + LoRot-EImbalance Ratio=0.012022.0781.82
LDAM-DRW + Rot (PT)Imbalance Ratio=0.022022.0781.13
LDAM-DRW + LoRot-IImbalance Ratio=0.012022.0781.13
LDAM-DRWImbalance Ratio=0.022022.0780.94
LDAM-DRW + SLA+SDImbalance Ratio=0.012022.0780.24
LDAM-DRW + Rot (MT)Imbalance Ratio=0.052022.0778.02
LDAM-DRW + Rot (DA)Imbalance Ratio=0.052022.0777.94
LDAM-DRW + SSPImbalance Ratio=0.012022.0777.83
LDAM-DRWImbalance Ratio=0.012022.0777.03
LDAM-DRW + Rot (PT)Imbalance Ratio=0.012022.0775.86
LDAM-DRW + Rot (DA)Imbalance Ratio=0.022022.0774.5
LDAM-DRW + Rot (MT)Imbalance Ratio=0.022022.0774.26
LDAM-DRW + Rot (DA)Imbalance Ratio=0.012022.0771.91
LDAM-DRW + Rot (MT)Imbalance Ratio=0.012022.0771.63