Classification on ISIC LT (Ratio 500) 2019 (test)
50.99Top-1 AccFlexible Sampling
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Flexible SamplingImbalance Ratio=5002022.04 | 50.99 | 2.02 | |
| RWImbalance Ratio=5002022.04 | 50.55 | 1.19 | |
| CB LossImbalance Ratio=5002022.04 | 49.45 | 1.11 | |
| OLTRImbalance Ratio=5002022.04 | 48.75 | 1.52 | |
| RSImbalance Ratio=5002022.04 | 46.82 | 1.33 | |
| CNImbalance Ratio=5002022.04 | 44.92 | 0.31 | |
| LDAMImbalance Ratio=5002022.04 | 44.9 | 2.6 | |
| CEImbalance Ratio=5002022.04 | 44.4 | 1.8 | |
| Focal LossImbalance Ratio=5002022.04 | 44.38 | 1.44 | |
| ELFImbalance Ratio=5002022.04 | 43.19 | 0.31 | |
| MixUpImbalance Ratio=5002022.04 | 42.78 | 1.28 |