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ResearchFormerly WizWand

Image Classification on CIFAR-100 Noise Ratio 20%

67.11AccuracyProMix
28.078838.211948.34558.4781Jul 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMixImbalance Factor=10, Evaluation Point=Best2022.0767.11
ProMixImbalance Factor=10, Evaluation Point=Last2022.0766.95
Prototypical ClassifierImbalance Factor=10, Evaluation Point=Best2022.0765.23
Prototypical ClassifierImbalance Factor=10, Evaluation Point=Last2022.0765.14
ROLT+Imbalance Factor=10, Evaluation Point=Best2022.0764.22
DivideMixImbalance Factor=10, Evaluation Point=Best2022.0763.79
ROLT+Imbalance Factor=10, Evaluation Point=Last2022.0763.31
DivideMixImbalance Factor=10, Evaluation Point=Last2022.0763.17
ProMixImbalance Factor=50, Evaluation Point=Best2022.0751.99
Prototypical ClassifierImbalance Factor=50, Evaluation Point=Best2022.0751.73
ProMixImbalance Factor=50, Evaluation Point=Last2022.0751.59
Prototypical ClassifierImbalance Factor=50, Evaluation Point=Last2022.0751.46
ROLT+Imbalance Factor=50, Evaluation Point=Best2022.0751.01
DivideMixImbalance Factor=50, Evaluation Point=Best2022.0749.64
ROLT+Imbalance Factor=50, Evaluation Point=Last2022.0749.4
ProMixImbalance Factor=100, Evaluation Point=Best2022.0748.67
ProMixImbalance Factor=100, Evaluation Point=Last2022.0748.57
DivideMixImbalance Factor=50, Evaluation Point=Last2022.0748.37
LDAM-DRWImbalance Factor=10, Evaluation Point=Best2022.0747.85
LDAM-DRWImbalance Factor=10, Evaluation Point=Last2022.0747.68
Prototypical ClassifierImbalance Factor=100, Evaluation Point=Best2022.0747.38
LDAMImbalance Factor=10, Evaluation Point=Best2022.0747.3
LDAMImbalance Factor=10, Evaluation Point=Last2022.0747.12
Prototypical ClassifierImbalance Factor=100, Evaluation Point=Last2022.0747.12
CEImbalance Factor=10, Evaluation Point=Best2022.0745.97
CEImbalance Factor=10, Evaluation Point=Last2022.0745.75
ROLT+Imbalance Factor=100, Evaluation Point=Best2022.0745.35
DivideMixImbalance Factor=100, Evaluation Point=Best2022.0743.91
ROLT+Imbalance Factor=100, Evaluation Point=Last2022.0743.16
DivideMixImbalance Factor=100, Evaluation Point=Last2022.0742.59
LDAM-DRWImbalance Factor=50, Evaluation Point=Best2022.0736.29
LDAM-DRWImbalance Factor=50, Evaluation Point=Last2022.0736.01
LDAMImbalance Factor=50, Evaluation Point=Best2022.0735.7
LDAMImbalance Factor=50, Evaluation Point=Last2022.0735.5
CEImbalance Factor=50, Evaluation Point=Best2022.0733.41
LDAM-DRWImbalance Factor=100, Evaluation Point=Best2022.0733.38
CEImbalance Factor=50, Evaluation Point=Last2022.0733.12
LDAM-DRWImbalance Factor=100, Evaluation Point=Last2022.0732.99
LDAMImbalance Factor=100, Evaluation Point=Best2022.0732.67
LDAMImbalance Factor=100, Evaluation Point=Last2022.0732.6
CEImbalance Factor=100, Evaluation Point=Best2022.0729.85
CEImbalance Factor=100, Evaluation Point=Last2022.0729.58