SIMPLE: Specialized Model-Sample Matching for Domain Generalization

Benchmark Model Rank Results
domain-generalization-on-domainnetSIMPLE+#6Average Accuracy: 61.9
domain-generalization-on-domainnetSIMPLE#20Average Accuracy: 49.2
domain-generalization-on-office-homeSIMPLE+#4Average Accuracy: 87.7
domain-generalization-on-office-homeSIMPLE#7Average Accuracy: 84.6
domain-generalization-on-pacs-2SIMPLE+#1Average Accuracy: 99.0
domain-generalization-on-pacs-2SIMPLE#24Average Accuracy: 88.6
domain-generalization-on-terraincognitaSIMPLE+#6Average Accuracy: 59.0
domain-generalization-on-terraincognitaSIMPLE#8Average Accuracy: 57.6
domain-generalization-on-vlcsSIMPLE+#7Average Accuracy: 82.7
domain-generalization-on-vlcsSIMPLE#17Average Accuracy: 79.9