Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Crafting-Shifts(LeNet) | 82.61 | No | Crafting Distribution Shifts for Validation and ... | 2024-09-29 | Code |
| 2 | ProRandConv (LeNet) | 81.35 | No | Progressive Random Convolutions for Single Domai... | 2023-04-02 | - |
| 3 | CADA (LeNet) | 80.56 | No | - | - | - |
| 4 | MCL (LeNet) | 78.82 | No | Meta-causal Learning for Single Domain Generaliz... | 2023-04-07 | - |
| 5 | MetaCNN (LeNet) | 78.76 | No | - | - | - |
| 6 | ABA (LeNet) | 76.72 | No | Adversarial Bayesian Augmentation for Single-Sou... | 2023-07-18 | Code |
| 7 | L2D (LeNet) | 74.46 | No | Learning to Diversify for Single Domain Generali... | 2021-08-26 | Code |