Imbalanced Classification on HAM10000 (test)
81.97Macro F1 ScoreIOIS (+OIS, AAS)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IOIS (+OIS, AAS)Backbone=ResNet-50, Mode=OIS, AAS2024.03 | 81.97 | 81.5 | 80.64 | |
| IOIS (+OIS)Backbone=ResNet-50, Mode=OIS2024.03 | 80.89 | 80.2 | 79.03 | |
| IOIS (+offline)Backbone=ResNet-50, Mode=offline2024.03 | 80.09 | 79.97 | 78.79 | |
| StyleGAN2-ADABackbone=ResNet-502024.03 | 80.03 | 80.14 | 78.82 | |
| PG-RSBackbone=ResNet-502024.03 | 79.09 | 78.45 | 77.78 | |
| Cell-GANBackbone=ResNet-502024.03 | 78.89 | 79.43 | 77.74 | |
| Sqrt-RSBackbone=ResNet-502024.03 | 78.55 | 79.44 | 76.13 | |
| CB-FocalBackbone=ResNet-502024.03 | 77.96 | 79.9 | 75.31 | |
| CE LossBackbone=ResNet-502024.03 | 77.78 | 76.78 | 76.11 | |
| Focal LossBackbone=ResNet-502024.03 | 77.72 | 77.54 | 75.04 |