Domain Generalization On Nico Vehicle
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| DecAug (Resnet-18) | 80.12 | DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation | |
| ResNet-18 | 77.39 | Domain Generalization by Solving Jigsaw Puzzles | |
| DRO (Resnet-18) | 77.61 | Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization | |
| CORAL (Resnet-18) | 71.64 | Deep CORAL: Correlation Alignment for Deep Domain Adaptation | |
| NAS-OoD | 81.59 | NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization |
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