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Table 4 Imbalanced CIFAR-10 classification with ROS [79]

From: Survey on deep learning with class imbalance

  Total Airplane Automobile Bird Cat Deer Dog Frog Horse Ship Truck
Dist. 2 0.72 0.77 0.80 0.57 0.51 0.68 0.64 0.81 0.78 0.84 0.82
Dist. 3 0.73 0.73 0.80 0.59 0.53 0.63 0.65 0.82 0.81 0.87 0.83
Dist. 4 0.73 0.76 0.82 0.60 0.54 0.68 0.63 0.81 0.78 0.85 0.83
Dist. 5 0.73 0.80 0.84 0.61 0.55 0.68 0.63 0.82 0.79 0.82 0.81
Dist. 6 0.73 0.75 0.86 0.65 0.51 0.65 0.66 0.81 0.78 0.85 0.80
Dist. 7 0.73 0.73 0.85 0.62 0.51 0.71 0.66 0.81 0.79 0.86 0.80
Dist. 8 0.73 0.78 0.84 0.62 0.56 0.66 0.64 0.81 0.77 0.83 0.80
Dist. 9 0.72 0.73 0.84 0.58 0.55 0.68 0.59 0.79 0.78 0.83 0.82
Dist. 10 0.73 0.78 0.85 0.63 0.50 0.67 0.63 0.82 0.75 0.87 0.80
Dist. 11 0.72 0.82 0.87 0.58 0.64 0.64 0.49 0.78 0.69 0.84 0.80