Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy ▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MLP-DecAug | 69.6 | No | DecAug: Out-of-Distribution Generalization via D... | 2020-12-17 | Code |
| 2 | MLP-REx | 68.7 | No | Out-of-Distribution Generalization via Risk Extr... | 2020-03-02 | Code |
| 3 | MLP-IRM | 66.9 | No | Invariant Risk Minimization | 2019-07-05 | Code |
| 4 | F-IRMGames | 59.91 | No | Invariant Risk Minimization Games | 2020-02-11 | Code |
| 5 | MLP-ERM | 17.1 | No | Empirical Risk Minimization for Stochastic Conve... | 2017-02-07 | - |
| 6 | JiGen | 11.91 | No | Domain Generalization by Solving Jigsaw Puzzles | 2019-03-16 | Code |