Imbalanced Classification on APTOS (test)
73.02Macro F1IOIS (+OIS, AAS)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IOIS (+OIS, AAS)Backbone=ResNet-50, Mode=OIS, AAS2024.03 | 73.02 | 72.27 | 80.76 | |
| IOIS (+offline)Backbone=ResNet-50, Mode=offline2024.03 | 72.79 | 70.86 | 79.95 | |
| IOIS (+OIS)Backbone=ResNet-50, Mode=OIS2024.03 | 72.72 | 71.08 | 80.17 | |
| StyleGAN2-ADABackbone=ResNet-502024.03 | 72.48 | 71.05 | 79.26 | |
| Cell-GANBackbone=ResNet-502024.03 | 71.1 | 70.26 | 78.86 | |
| PG-RSBackbone=ResNet-502024.03 | 70.77 | 69.77 | 76.98 | |
| CB-FocalBackbone=ResNet-502024.03 | 70.54 | 70.36 | 77.19 | |
| Focal LossBackbone=ResNet-502024.03 | 70.22 | 67.82 | 77.47 | |
| Sqrt-RSBackbone=ResNet-502024.03 | 70.02 | 68.61 | 77.68 | |
| CE LossBackbone=ResNet-502024.03 | 69.05 | 67.91 | 76.79 |