Image Classification on Camelyon17 ID (val)
95.4AccuracyCORAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CORAL2023.04 | 95.4 | — | |
| CEModel=Swin-Tiny, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 94.18 | 4.74 | |
| ERM2023.04 | 93.2 | — | |
| Sparse and Shared Feature Activations2023.04 | 93.2 | — | |
| CEModel=ViT-Small, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 92.31 | 6.71 | |
| IRM2023.04 | 91.6 | — | |
| FGRModel=Swin-Tiny, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 90.68 | 6.16 | |
| Sparse and Shared Feature Activationsbeta > 0 at test time=true2023.04 | 90.4 | — | |
| CEModel=DeiT-Small, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 88.08 | 10.66 | |
| DFLModel=DeiT-Small, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 87.01 | 8.03 | |
| FGRModel=DeiT-Small, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 85.57 | 5.06 | |
| FGRModel=ViT-Small, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 84.58 | 7.81 | |
| DFLModel=Swin-Tiny, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 82.65 | 7.27 | |
| DFLModel=ViT-Small, Pre-training=ImageNet-pretrained, Fine-tuning=Full-parameter2025.08 | 80.94 | 10.9 |