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ResearchFormerly WizWand

Image Classification on CIFAR-100 Noise Ratio 50%

60.27AccuracyProMix
12.346824.788437.2349.6716Jul 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMixImbalance Factor=10, Evaluation Point=Best2022.0760.27
ProMixImbalance Factor=10, Evaluation Point=Last2022.0759.99
Prototypical ClassifierImbalance Factor=10, Evaluation Point=Best2022.0757.65
Prototypical ClassifierImbalance Factor=10, Evaluation Point=Last2022.0757.65
ROLT+Imbalance Factor=10, Evaluation Point=Best2022.0753.31
ROLT+Imbalance Factor=10, Evaluation Point=Last2022.0752.44
DivideMixImbalance Factor=10, Evaluation Point=Best2022.0749.35
DivideMixImbalance Factor=10, Evaluation Point=Last2022.0748.87
ProMixImbalance Factor=50, Evaluation Point=Best2022.0742.96
Prototypical ClassifierImbalance Factor=50, Evaluation Point=Best2022.0742.51
Prototypical ClassifierImbalance Factor=50, Evaluation Point=Last2022.0742.51
ProMixImbalance Factor=50, Evaluation Point=Last2022.0742.28
ROLT+Imbalance Factor=50, Evaluation Point=Best2022.0739.78
ROLT+Imbalance Factor=50, Evaluation Point=Last2022.0739.27
ProMixImbalance Factor=100, Evaluation Point=Best2022.0738.52
Prototypical ClassifierImbalance Factor=100, Evaluation Point=Best2022.0738.42
Prototypical ClassifierImbalance Factor=100, Evaluation Point=Last2022.0738.36
ProMixImbalance Factor=100, Evaluation Point=Last2022.0738.21
DivideMixImbalance Factor=50, Evaluation Point=Best2022.0736.52
DivideMixImbalance Factor=50, Evaluation Point=Last2022.0735.72
ROLT+Imbalance Factor=100, Evaluation Point=Best2022.0735.29
ROLT+Imbalance Factor=100, Evaluation Point=Last2022.0734.43
DivideMixImbalance Factor=100, Evaluation Point=Best2022.0731.82
DivideMixImbalance Factor=100, Evaluation Point=Last2022.0731.05
CEImbalance Factor=10, Evaluation Point=Best2022.0728.7
LDAMImbalance Factor=10, Evaluation Point=Best2022.0727.86
LDAM-DRWImbalance Factor=10, Evaluation Point=Best2022.0727.86
LDAM-DRWImbalance Factor=10, Evaluation Point=Last2022.0724.45
LDAMImbalance Factor=10, Evaluation Point=Last2022.0724.2
CEImbalance Factor=10, Evaluation Point=Last2022.0723.7
CEImbalance Factor=50, Evaluation Point=Best2022.0718.49
LDAM-DRWImbalance Factor=50, Evaluation Point=Best2022.0717.91
LDAM-DRWImbalance Factor=50, Evaluation Point=Last2022.0717.81
LDAMImbalance Factor=50, Evaluation Point=Best2022.0717.62
LDAMImbalance Factor=50, Evaluation Point=Last2022.0717.5
CEImbalance Factor=50, Evaluation Point=Last2022.0716.56
CEImbalance Factor=100, Evaluation Point=Best2022.0716.24
LDAMImbalance Factor=100, Evaluation Point=Best2022.0715.68
LDAM-DRWImbalance Factor=100, Evaluation Point=Best2022.0715.68
LDAM-DRWImbalance Factor=100, Evaluation Point=Last2022.0715.07
LDAMImbalance Factor=100, Evaluation Point=Last2022.0714.73
CEImbalance Factor=100, Evaluation Point=Last2022.0714.19