Medical Image Classification on WILDSCamelyon (20% hold-out)
96.5Balanced AccuracyDSBR
Evaluation results
| Method | Links | |
|---|---|---|
| DSBRBackbone=ResNet2026.06 | 96.5 | |
| DSBRBackbone=ViT2026.06 | 95.6 | |
| ROIDBackbone=ResNet2026.06 | 94.8 | |
| ROIDBackbone=ViT2026.06 | 94.3 | |
| DeYOBackbone=ViT2026.06 | 93.5 | |
| DeYOBackbone=ResNet2026.06 | 92.7 | |
| TentBackbone=ResNet2026.06 | 87.9 | |
| ResNetBackbone=ResNet2026.06 | 87.4 | |
| SARBackbone=ResNet2026.06 | 87.4 | |
| TentBackbone=ViT2026.06 | 87.4 | |
| ViTBackbone=ViT2026.06 | 87 | |
| SARBackbone=ViT2026.06 | 87 |