Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Crafting-Shifts(ResNet18) | 74.13 | No | Crafting Distribution Shifts for Validation and ... | 2024-09-29 | Code |
| 2 | rBTE (ResNet18) | 70.6 | No | Edge Augmentation for Large-Scale Sketch Recogni... | 2022-02-26 | Code |
| 3 | Crafting-Shifts(AlexNet) | 68.5 | No | Crafting Distribution Shifts for Validation and ... | 2024-09-29 | Code |
| 4 | ITTA (ResNet18) | 63.8 | No | Improved Test-Time Adaptation for Domain General... | 2023-04-10 | Code |
| 5 | XDED (ResNet18) | 51.5 | No | Cross-Domain Ensemble Distillation for Domain Ge... | 2022-11-25 | Code |
| 6 | SagNet (ResNet18) | 40.7 | No | Reducing Domain Gap by Reducing Style Bias | 2019-10-25 | Code |
| 7 | SelfReg (ResNet18) | 33.71 | No | SelfReg: Self-supervised Contrastive Regularizat... | 2021-04-20 | Code |