Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NAS-OoD | 88.72 | No | NAS-OoD: Neural Architecture Search for Out-of-D... | 2021-09-05 | Code |
| 2 | DecAug (Resnet-18) | 85.23 | No | DecAug: Out-of-Distribution Generalization via D... | 2020-12-17 | Code |
| 3 | JiGen (Resnet-18) | 84.95 | No | Domain Generalization by Solving Jigsaw Puzzles | 2019-03-16 | Code |
| 4 | CORAL (Resnet-18) | 80.27 | No | Deep CORAL: Correlation Alignment for Deep Domai... | 2016-07-06 | Code |
| 5 | DRO (Resnet-18) | 77.61 | No | Distributionally Robust Neural Networks for Grou... | 2019-11-20 | Code |