PRIME: A few primitives can boost robustness to common corruptions

Open paper
Benchmark Model Rank Results
domain-generalization-on-imagenet-cPRIME + DeepAugment (ResNet-50)#29mean Corruption Error (mCE): 51.3Top 1 Accuracy: 59.9
domain-generalization-on-imagenet-cPRIME with JSD (ResNet-50)#32mean Corruption Error (mCE): 55.5Top 1 Accuracy: 56.4
domain-generalization-on-imagenet-cPRIME (ResNet-50)#35mean Corruption Error (mCE): 57.5Top 1 Accuracy: 55.0
domain-generalization-on-imagenet-rPRIME with JSD (ResNet-50)#29Top-1 Error Rate: 53.7
domain-generalization-on-imagenet-rPRIME (ResNet-50)#31Top-1 Error Rate: 57.1

Rank counts only results with a code link.