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Table 11 Category centers with CIFAR-10 data (AP) [91]

From: Survey on deep learning with class imbalance

Classifier Dist A (\(\rho = 10\)) Dist B (\(\rho = 20\)) Dist C (\(\rho \in [1, 20]\))
(A) Baseline CNN 0.779 0.747 0.857
(B) CC last conv. layer 0.824 0.775 0.859
(C) CC last FC layer 0.826 0.772 0.865
(D) Baseline CNN + over-sampling 0.787 0.770 0.850
(E) CC last conv. layer + over-sampling 0.831 0.792 0.861
(F) CC last FC layer + over-sampling 0.830 0.796 0.862