Localization on ChestX-ray14 1,000 samples (test)
26.3mIoUDD-CAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DD-CAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 26.3 | 30.7 | 69.2 | 1 | |
| Recipro-CAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 18.1 | 25.1 | 56.8 | 1.37 | |
| LayerCAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 13.7 | 18.3 | 56.7 | 1.1 | |
| GradCAM++Backbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 13.5 | 17.1 | 51.9 | 1.11 | |
| GradCAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 6 | 8.8 | 20.4 | 1.41 | |
| Ablation-CAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 5.9 | 8.6 | 19.1 | 1.32 | |
| Score-CAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 5.5 | 9.3 | 14.9 | 1.02 | |
| XGrad-CAMBackbone=DenseNet-121, Pre-training=large-scale chest X-ray datasets [9]2026.02 | 4.9 | 8.1 | 16.1 | 1.39 |