Saliency Map Evaluation on Birds 525
0.284DeliberationScore-CAM + Finer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Score-CAM + FinerBackbone=DINOv22025.01 | 0.284 | 0.036 | 0.064 | |
| Score-CAMBackbone=DINOv22025.01 | 0.282 | 0.042 | 0.062 | |
| Layer-CAM + FinerBackbone=DINOv22025.01 | 0.258 | 0.055 | 0.079 | |
| Layer-CAMBackbone=DINOv22025.01 | 0.254 | 0.047 | 0.075 | |
| Grad-CAMBackbone=DINOv22025.01 | 0.252 | 0.041 | 0.069 | |
| Grad-CAM + FinerBackbone=DINOv22025.01 | 0.25 | 0.049 | 0.08 | |
| Score-CAM + FinerRefinement=Finer-CAM2025.01 | 0.089 | 0.163 | 0.227 | |
| Score-CAMRefinement=None2025.01 | 0.088 | 0.151 | 0.217 | |
| Grad-CAMRefinement=None2025.01 | 0.079 | 0.174 | 0.245 | |
| Grad-CAM + FinerRefinement=Finer-CAM2025.01 | 0.076 | 0.192 | 0.26 | |
| Layer-CAMRefinement=None2025.01 | 0.071 | 0.186 | 0.255 | |
| Layer-CAM + FinerRefinement=Finer-CAM2025.01 | 0.071 | 0.201 | 0.27 |