Top-k localization precision and sensitivity on RSNA
73Top-k Precisionsparse SoftCAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| sparse SoftCAMBackbone=ResNet, k=302025.05 | 73 | 93 | |
| GradCAMBackbone=ResNet, k=302025.05 | 67 | 95 | |
| ScoreCAMBackbone=ResNet, k=302025.05 | 66 | 97 | |
| LayerCAMBackbone=ResNet, k=302025.05 | 65 | 97 | |
| LayerCAMBackbone=VGG, k=302025.05 | 65 | 84 | |
| SoftCAMBackbone=ResNet, k=302025.05 | 65 | 92 | |
| SoftCAMBackbone=VGG, k=302025.05 | 64 | 84 | |
| sparse SoftCAMBackbone=VGG, k=302025.05 | 63 | 82 | |
| ScoreCAMBackbone=VGG, k=302025.05 | 62 | 88 | |
| GradCAMBackbone=VGG, k=302025.05 | 61 | 86 | |
| Guided BPBackbone=VGG, k=302025.05 | 58 | 85 | |
| Guided BPBackbone=ResNet, k=302025.05 | 55 | 97 | |
| Itgd GradBackbone=VGG, k=302025.05 | 55 | 88 | |
| Itgd GradBackbone=ResNet, k=302025.05 | 52 | 98 |