📊 Showing 6 results | 📏 Metric: Accuracy
| Rank | Model | Paper | Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | MLP-DecAug | DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation | 69.60 | 2020-12-17 | 📦 HaoyueBaiZJU/DecAug |
| 2 | MLP-REx | Out-of-Distribution Generalization via Risk Extrapolation (REx) | 68.70 | 2020-03-02 | 📦 thuml/Transfer-Learning-Library 📦 facebookresearch/DomainBed 📦 capybaralet/REx_code_release 📦 lingxiaoyuan/ood_mechanics |
| 3 | MLP-IRM | Invariant Risk Minimization | 66.90 | 2019-07-05 | 📦 thuml/Transfer-Learning-Library 📦 facebookresearch/DomainBed 📦 facebookresearch/InvariantRiskMinimization |
| 4 | F-IRMGames | Invariant Risk Minimization Games | 59.91 | 2020-02-11 | 📦 IBM/OoD 📦 IBM/OoD 📦 epfl-dlab/invariant-language-models |
| 5 | MLP-ERM | Empirical Risk Minimization for Stochastic Convex Optimization: $O(1/n)$- and $O(1/n^2)$-type of Risk Bounds | 17.10 | 2017-02-07 | - |
| 6 | JiGen | Domain Generalization by Solving Jigsaw Puzzles | 11.91 | 2019-03-16 | 📦 fmcarlucci/JigenDG 📦 Emma0118/domain-generalization |