Image Classification on ColorMNIST (ρ = 80%) (test)
76.6Average AccuracyPDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDE2025.11 | 76.6 | 72.9 | |
| ReWeight2025.11 | 74.1 | 73.4 | |
| SCER2025.11 | 74.1 | 73.6 | |
| LfF2025.11 | 74 | 4.1 | |
| LISA2025.11 | 73.8 | 73.2 | |
| ReSample2025.11 | 73.7 | 72.2 | |
| CBLoss2025.11 | 73.6 | 72.8 | |
| GroupDRO2025.11 | 73.5 | 73.1 | |
| SqrtReWeight2025.11 | 69.4 | 66.7 | |
| JTT2025.11 | 69.1 | 65.2 | |
| DFR2025.11 | 68.4 | 67.3 | |
| IRM2025.11 | 51.6 | 25 | |
| ElRep2025.11 | 50.3 | 46.5 | |
| CVaRDRO2025.11 | 42.7 | 30.9 | |
| MMD2025.11 | 41.7 | 27.5 | |
| Mixup2025.11 | 41.2 | 12.4 | |
| Focal2025.11 | 40.7 | 31.2 | |
| BSoftmax2025.11 | 40.1 | 33.3 | |
| LDAM2025.11 | 39.3 | 26.9 | |
| ERM2025.11 | 38.2 | 30.9 |