Image To Sketch Recognition On Pacs
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| Crafting-Shifts(AlexNet) | 68.5 | Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization | |
| SelfReg (ResNet18) | 33.71 | SelfReg: Self-supervised Contrastive Regularization for Domain Generalization | |
| SagNet (ResNet18) | 40.7 | Reducing Domain Gap by Reducing Style Bias | |
| Crafting-Shifts(ResNet18) | 74.13 | Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization | |
| ITTA (ResNet18) | 63.8 | Improved Test-Time Adaptation for Domain Generalization | |
| rBTE (ResNet18) | 70.6 | Edge Augmentation for Large-Scale Sketch Recognition without Sketches | |
| XDED (ResNet18) | 51.5 | Cross-Domain Ensemble Distillation for Domain Generalization |
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