Top-k localization precision and sensitivity on OCT
86Top-k Precisionsparse SoftCAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| sparse SoftCAMBackbone=ResNet, k=302025.05 | 86 | 31 | |
| sparse SoftCAMBackbone=VGG, k=302025.05 | 82 | 43 | |
| SoftCAMBackbone=VGG, k=302025.05 | 72 | 45 | |
| SoftCAMBackbone=ResNet, k=302025.05 | 46 | 61 | |
| Guided BPBackbone=ResNet, k=302025.05 | 23 | 68 | |
| Guided BPBackbone=VGG, k=302025.05 | 23 | 40 | |
| Itgd GradBackbone=ResNet, k=302025.05 | 20 | 70 | |
| Itgd GradBackbone=VGG, k=302025.05 | 20 | 51 | |
| GradCAMBackbone=ResNet, k=302025.05 | 14 | 73 | |
| GradCAMBackbone=VGG, k=302025.05 | 14 | 58 | |
| ScoreCAMBackbone=VGG, k=302025.05 | 8 | 55 | |
| LayerCAMBackbone=ResNet, k=302025.05 | 8 | 74 | |
| LayerCAMBackbone=VGG, k=302025.05 | 8 | 56 | |
| ScoreCAMBackbone=ResNet, k=302025.05 | 7 | 73 |