Classification on ISIC LT Ratio 100 2019 (test)
63.85Top-1 AccuracyFlexible Sampling
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Flexible SamplingImbalance Ratio=1002022.04 | 63.85 | 2.1 | |
| ELFImbalance Ratio=1002022.04 | 61.94 | 1.53 | |
| RWImbalance Ratio=1002022.04 | 61.07 | 1.73 | |
| RSImbalance Ratio=1002022.04 | 61.05 | 1.26 | |
| OLTRImbalance Ratio=1002022.04 | 60.95 | 2.09 | |
| Focal LossImbalance Ratio=1002022.04 | 60.62 | 1.04 | |
| CB LossImbalance Ratio=1002022.04 | 59.65 | 1.52 | |
| LDAMImbalance Ratio=1002022.04 | 58.62 | 1.46 | |
| MixUpImbalance Ratio=1002022.04 | 57.25 | 0.71 | |
| CNImbalance Ratio=1002022.04 | 56.41 | 1.62 | |
| CEImbalance Ratio=1002022.04 | 55.09 | 4.1 |