Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain

Benchmark Model Rank Results
domain-generalization-on-imagenet-cAPR-SP + DeepAugment (ResNet-50)#34mean Corruption Error (mCE): 57.5
domain-generalization-on-imagenet-cAPR-SP (ResNet-50)#37mean Corruption Error (mCE): 65.0
out-of-distribution-detection-on-cifar-10ResNet18 + APR-P#6AUROC: 98.1