DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation

Benchmark Model Rank Results
domain-generalization-on-nico-animalDecAug (Resnet-18)#2Accuracy: 85.23
domain-generalization-on-nico-vehicleDecAug (Resnet-18)#2Accuracy: 80.12
domain-generalization-on-pacs-2DecAug (Resnet-18)#61Average Accuracy: 82.39
image-classification-on-colored-mnist-withMLP-DecAug#1Accuracy: 69.60