ColorMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Color Classification | ColorMNIST | Adversarial Accuracy100 | 30 | |
| Digit Classification | ColorMNIST | Adversarial Accuracy100 | 30 | |
| Image Classification | ColorMNIST (ρ = 80%) (test) | Average Accuracy76.6 | 20 | |
| Classification | ColorMNIST (OOD) | Accuracy73.8 | 16 | |
| Classification | ColorMNIST (ID) | Accuracy100 | 16 | |
| Image Classification | ColorMNIST reversed (test) | Accuracy50.93 | 13 | |
| Generative Modeling | ColorMNIST | MSE206 | 10 | |
| Image Classification | ColorMNIST (ρ = 80%) | Average Accuracy76.6 | 7 | |
| Image Classification | ColorMNIST (test) | Accuracy89.9 | 6 |
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