Domain Generalization On Nico Animal
评估指标
Accuracy
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Accuracy | Paper Title | Repository |
|---|---|---|---|
| DRO (Resnet-18) | 77.61 | Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization | |
| NAS-OoD | 88.72 | NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization | |
| JiGen (Resnet-18) | 84.95 | Domain Generalization by Solving Jigsaw Puzzles | |
| CORAL (Resnet-18) | 80.27 | Deep CORAL: Correlation Alignment for Deep Domain Adaptation | |
| DecAug (Resnet-18) | 85.23 | DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation |
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