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ResearchFormerly WizWand

Top-k Localization Precision and Sensitivity on Fundus

65Top-k PrecisionGradCAM
14.0427.2740.553.73May 23, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GradCAMBackbone=VGG, k=302025.05650.68
sparse SoftCAMBackbone=VGG, k=302025.05650.674
SoftCAMBackbone=VGG, k=302025.05540.63
sparse SoftCAMBackbone=ResNet, k=302025.05520.68
Guided BPBackbone=VGG, k=302025.05430.57
SoftCAMBackbone=ResNet, k=302025.05390.69
GradCAMBackbone=ResNet, k=302025.05370.64
Itgd GradBackbone=VGG, k=302025.05330.62
Guided BPBackbone=ResNet, k=302025.05300.57
Itgd GradBackbone=ResNet, k=302025.05280.63
LayerCAMBackbone=VGG, k=302025.05230.64
LayerCAMBackbone=ResNet, k=302025.05220.65
ScoreCAMBackbone=VGG, k=302025.05200.67
ScoreCAMBackbone=ResNet, k=302025.05160.67