Classification on ISIC LT Ratio 200 2019 (test)
59.38Top-1 AccFlexible Sampling
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Flexible SamplingImbalance Ratio=2002022.04 | 59.38 | 1.9 | |
| RWImbalance Ratio=2002022.04 | 58.03 | 1.24 | |
| CB LossImbalance Ratio=2002022.04 | 57.75 | 1.39 | |
| OLTRImbalance Ratio=2002022.04 | 56.77 | 1.99 | |
| RSImbalance Ratio=2002022.04 | 55.1 | 1.29 | |
| LDAMImbalance Ratio=2002022.04 | 54.92 | 1.24 | |
| ELFImbalance Ratio=2002022.04 | 54.6 | 1.78 | |
| Focal LossImbalance Ratio=2002022.04 | 53.88 | 1.19 | |
| CNImbalance Ratio=2002022.04 | 53.55 | 0.96 | |
| CEImbalance Ratio=2002022.04 | 53.4 | 0.82 | |
| MixUpImbalance Ratio=2002022.04 | 52.05 | 1.71 |