BiasedMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | BiasedMNIST rho=0.997 (test) | Accuracy97.3 | 11 | |
| Classification | BiasedMNIST rho=0.995 (test) | Accuracy97.7 | 11 | |
| Classification | BiasedMNIST rho=0.99 (test) | Accuracy98.1 | 11 | |
| Image Classification | BiasedMNIST ρ = 0.999 (test) | Accuracy (%)60.5 | 5 | |
| Debiasing | BiasedMNIST rho=0.997 | Accuracy90.4 | 3 | |
| Debiasing | BiasedMNIST (rho=0.995) | Accuracy92 | 3 | |
| Debiasing | BiasedMNIST rho=0.99 | Accuracy95.8 | 3 |
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