Image Classification On Colored Mnist With
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| MLP-IRM | 66.9 | Invariant Risk Minimization | |
| F-IRMGames | 59.91 | Invariant Risk Minimization Games | |
| MLP-ERM | 17.10 | Empirical Risk Minimization for Stochastic Convex Optimization: $O(1/n)$- and $O(1/n^2)$-type of Risk Bounds | - |
| JiGen | 11.91 | Domain Generalization by Solving Jigsaw Puzzles | |
| MLP-REx | 68.70 | Out-of-Distribution Generalization via Risk Extrapolation (REx) | |
| MLP-DecAug | 69.60 | DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation |
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