AdaCN: An Adaptive Cubic Newton Method for Nonconvex Stochastic Optimization

Table 4

Test accuracy of VGG11, ResNet34, and DenseNet121 on CIFAR100.

Model	Adam	SGD	AdaBound	Apollo	AdaCN
VGG11	58.96	66.01	65.92	58.50	65.51
ResNet34	71.39	76.98	76.88	76.42	77.11
DenseNet121	71.85	79.35	79.00	79.01	79.50

The best results are shown in bold.