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ResearchFormerly WizWand

Top-k localization precision and sensitivity on OCT

86Top-k Precisionsparse SoftCAM
3.8425.1746.567.83May 23, 2025
Updated 8mo ago

Evaluation results

MethodLinks
sparse SoftCAMBackbone=ResNet, k=302025.058631
sparse SoftCAMBackbone=VGG, k=302025.058243
SoftCAMBackbone=VGG, k=302025.057245
SoftCAMBackbone=ResNet, k=302025.054661
Guided BPBackbone=ResNet, k=302025.052368
Guided BPBackbone=VGG, k=302025.052340
Itgd GradBackbone=ResNet, k=302025.052070
Itgd GradBackbone=VGG, k=302025.052051
GradCAMBackbone=ResNet, k=302025.051473
GradCAMBackbone=VGG, k=302025.051458
ScoreCAMBackbone=VGG, k=302025.05855
LayerCAMBackbone=ResNet, k=302025.05874
LayerCAMBackbone=VGG, k=302025.05856
ScoreCAMBackbone=ResNet, k=302025.05773