Colored-MNIST(with spurious correlation)
Introduced by Arjovsky et al. in Invariant Risk Minimization
This is a dataset with spurious correlations which can be used to evaluate machine learning methods for out-of-distribution generalization, causal inference, and related field.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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Colored-MNIST(with spurious correlation)
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MLP-DecAug
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Papers
| Paper | Code | Results | Date | Stars |
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