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ResearchFormerly WizWand

Model Explainability Faithfulness on Fundus

0.907AUDCItgd Grad
0.853960.867730.88150.89527May 23, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Itgd GradBackbone=ResNet2025.050.907
Guided BPBackbone=VGG2025.050.905
dense SoftCAMBackbone=VGG2025.050.905
Itgd GradBackbone=VGG2025.050.901
Guided BPBackbone=ResNet2025.050.899
ScoreCAMBackbone=ResNet2025.050.894
LayerCAMBackbone=ResNet2025.050.889
GradCAMBackbone=ResNet2025.050.887
sparse SoftCAMBackbone=VGG2025.050.882
ScoreCAMBackbone=VGG2025.050.88
GradCAMBackbone=VGG2025.050.872
dense SoftCAMBackbone=ResNet2025.050.87
LayerCAMBackbone=VGG2025.050.869
sparse SoftCAMBackbone=ResNet2025.050.856