OpenCodePapers

image-classification-on-colored-mnist-with

Image Classification
Results over time
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Leaderboard
PaperCodeAccuracyModelNameReleaseDate
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation✓ Link69.60MLP-DecAug2020-12-17
Out-of-Distribution Generalization via Risk Extrapolation (REx)✓ Link68.70MLP-REx2020-03-02
Invariant Risk Minimization✓ Link66.9MLP-IRM2019-07-05
Invariant Risk Minimization Games✓ Link59.91F-IRMGames2020-02-11
Empirical Risk Minimization for Stochastic Convex Optimization: $O(1/n)$- and $O(1/n^2)$-type of Risk Bounds17.10MLP-ERM2017-02-07
Domain Generalization by Solving Jigsaw Puzzles✓ Link11.91JiGen2019-03-16