Model Explainability Faithfulness on Fundus
0.907AUDCItgd Grad
Evaluation Results
| Method | Links | |
|---|---|---|
| Itgd GradBackbone=ResNet2025.05 | 0.907 | |
| Guided BPBackbone=VGG2025.05 | 0.905 | |
| dense SoftCAMBackbone=VGG2025.05 | 0.905 | |
| Itgd GradBackbone=VGG2025.05 | 0.901 | |
| Guided BPBackbone=ResNet2025.05 | 0.899 | |
| ScoreCAMBackbone=ResNet2025.05 | 0.894 | |
| LayerCAMBackbone=ResNet2025.05 | 0.889 | |
| GradCAMBackbone=ResNet2025.05 | 0.887 | |
| sparse SoftCAMBackbone=VGG2025.05 | 0.882 | |
| ScoreCAMBackbone=VGG2025.05 | 0.88 | |
| GradCAMBackbone=VGG2025.05 | 0.872 | |
| dense SoftCAMBackbone=ResNet2025.05 | 0.87 | |
| LayerCAMBackbone=VGG2025.05 | 0.869 | |
| sparse SoftCAMBackbone=ResNet2025.05 | 0.856 |