Paper | Code | Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation | ✓ Link | 69.60 | MLP-DecAug | 2020-12-17 |
Out-of-Distribution Generalization via Risk Extrapolation (REx) | ✓ Link | 68.70 | MLP-REx | 2020-03-02 |
Invariant Risk Minimization | ✓ Link | 66.9 | MLP-IRM | 2019-07-05 |
Invariant Risk Minimization Games | ✓ Link | 59.91 | F-IRMGames | 2020-02-11 |
Empirical Risk Minimization for Stochastic Convex Optimization: $O(1/n)$- and $O(1/n^2)$-type of Risk Bounds | 17.10 | MLP-ERM | 2017-02-07 | |
Domain Generalization by Solving Jigsaw Puzzles | ✓ Link | 11.91 | JiGen | 2019-03-16 |