Imbalanced Classification on MNIST-LT (test)
0.8879Macro F1OHEM
Evaluation Results
| Method | Links | |
|---|---|---|
| OHEMMethod Category=Loss-based Methods2025.08 | 0.8879 | |
| ARTMethod Category=Hybrid Methods2025.08 | 0.8848 | |
| BALMSMethod Category=Hybrid Methods2025.08 | 0.8837 | |
| Cost-Sensitive LearningMethod Category=Loss-based Methods2025.08 | 0.8808 | |
| ROSMethod Category=Resampling Based Methods2025.08 | 0.8792 | |
| BaselineMethod Category=Baseline2025.08 | 0.8736 | |
| Focal LossMethod Category=Loss-based Methods2025.08 | 0.8716 | |
| LDAM+DRWMethod Category=Loss-based Methods2025.08 | 0.8464 | |
| RUSMethod Category=Resampling Based Methods2025.08 | 0.6714 |