Datasets › Colored-MNIST(with spurious correlation)
Colored-MNIST(with spurious correlation)
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 archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Image Classification | Colored-MNIST(with spurious correlation) | MLP-DecAug Accuracy 69.60 | DecAug: Out-of-Distribution Generalization via... | HaoyueBaiZJU/DecAug | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 6. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation | 1 | 1 | 17 Dec 2020 | not harvested |
| Out-of-Distribution Generalization via Risk Extrapolation (REx) | 4 | 1 | 2 Mar 2020 | ran 3 of 4 samples (1 unverified; 3 pointer-only for licence) |
| Invariant Risk Minimization Games | 3 | 1 | 11 Feb 2020 | not harvested |
| Invariant Risk Minimization | 18 | 1 | 5 Jul 2019 | ran 18 of 30 samples (12 unverified; 10 pointer-only for licence) |
| Domain Generalization by Solving Jigsaw Puzzles | 2 | 1 | 16 Mar 2019 | not harvested |
| Empirical Risk Minimization for Stochastic Convex Optimization: O(1/n)- and O(1/n²)-type of Risk Bounds | 0 | 1 | 7 Feb 2017 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Colored-MNIST(with spurious correlation)
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections