List your company
ResearchFormerly WizWand

Image Classification on CIFAR-10 (50% Noise Ratio)

91.83AccuracyProMix
25.21842.511559.80577.0985Jul 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ProMixImbalance Factor=10, Evaluation Point=Best2022.0791.83
ProMixImbalance Factor=10, Evaluation Point=Last2022.0791.71
ROLT+Imbalance Factor=10, Evaluation Point=Best2022.0788.17
DivideMixImbalance Factor=10, Evaluation Point=Best2022.0787.54
ROLT+Imbalance Factor=10, Evaluation Point=Last2022.0787.45
DivideMixImbalance Factor=10, Evaluation Point=Last2022.0786.88
Prototypical ClassifierImbalance Factor=10, Evaluation Point=Best2022.0784.04
Prototypical ClassifierImbalance Factor=10, Evaluation Point=Last2022.0783.51
ProMixImbalance Factor=50, Evaluation Point=Best2022.0776.14
ROLT+Imbalance Factor=50, Evaluation Point=Best2022.0775.11
ROLT+Imbalance Factor=50, Evaluation Point=Last2022.0773.92
ProMixImbalance Factor=50, Evaluation Point=Last2022.0773.04
Prototypical ClassifierImbalance Factor=50, Evaluation Point=Best2022.0771.44
Prototypical ClassifierImbalance Factor=50, Evaluation Point=Last2022.0771.44
LDAM-DRWImbalance Factor=10, Evaluation Point=Best2022.0769.53
ProMixImbalance Factor=100, Evaluation Point=Best2022.0768.79
LDAM-DRWImbalance Factor=10, Evaluation Point=Last2022.0768.76
DivideMixImbalance Factor=50, Evaluation Point=Best2022.0767.92
ProMixImbalance Factor=100, Evaluation Point=Last2022.0767.43
Prototypical ClassifierImbalance Factor=100, Evaluation Point=Best2022.0766.33
DivideMixImbalance Factor=50, Evaluation Point=Last2022.0765.22
Prototypical ClassifierImbalance Factor=100, Evaluation Point=Last2022.0764.69
ROLT+Imbalance Factor=100, Evaluation Point=Best2022.0764.42
LDAMImbalance Factor=10, Evaluation Point=Best2022.0763.57
LDAMImbalance Factor=10, Evaluation Point=Last2022.0762.13
DivideMixImbalance Factor=100, Evaluation Point=Best2022.0761.81
ROLT+Imbalance Factor=100, Evaluation Point=Last2022.0761.15
CEImbalance Factor=10, Evaluation Point=Best2022.0760.72
DivideMixImbalance Factor=100, Evaluation Point=Last2022.0759.65
LDAM-DRWImbalance Factor=50, Evaluation Point=Best2022.0749.9
LDAM-DRWImbalance Factor=50, Evaluation Point=Last2022.0747.71
CEImbalance Factor=50, Evaluation Point=Best2022.0746.5
CEImbalance Factor=10, Evaluation Point=Last2022.0744.29
LDAM-DRWImbalance Factor=100, Evaluation Point=Best2022.0742.6
LDAM-DRWImbalance Factor=100, Evaluation Point=Last2022.0740.47
LDAMImbalance Factor=50, Evaluation Point=Best2022.0738.92
CEImbalance Factor=100, Evaluation Point=Best2022.0738.43
LDAMImbalance Factor=50, Evaluation Point=Last2022.0737.97
LDAMImbalance Factor=100, Evaluation Point=Best2022.0734.08
CEImbalance Factor=50, Evaluation Point=Last2022.0732.69
LDAMImbalance Factor=100, Evaluation Point=Last2022.0732.56
CEImbalance Factor=100, Evaluation Point=Last2022.0727.78