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ResearchFormerly WizWand

Fidelity evaluation on Contrast agent application

0.931Fidelity ScoreGradCAM
0.53580.63840.7410.8436Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GradCAMModel=Xception, Map alteration=No alter.2026.060.931
BPModel=Xception, Map alteration=+XRAI2026.060.93
IG(min)Model=Xception, Map alteration=+XRAI2026.060.923
BPModel=ResNet-50, Map alteration=+XRAI2026.060.918
IG(min)Model=ResNet-50, Map alteration=+XRAI2026.060.918
GradCAMModel=ResNet-50, Map alteration=No alter.2026.060.918
IG(min)Model=ResNet-50, Map alteration=+SG²2026.060.915
GradCAMModel=Xception, Map alteration=+XRAI2026.060.914
EGModel=Xception, Map alteration=+XRAI2026.060.911
GradCAMModel=Xception, Map alteration=+SG2026.060.911
GradCAMModel=Xception, Map alteration=+SG²2026.060.911
EGModel=ResNet-50, Map alteration=+XRAI2026.060.907
BPModel=Xception, Map alteration=+SG²2026.060.905
BPModel=ResNet-50, Map alteration=+SG²2026.060.904
EGModel=ResNet-50, Map alteration=+SG²2026.060.891
EGModel=Xception, Map alteration=+SG²2026.060.891
IG(min)Model=Xception, Map alteration=+SG²2026.060.876
IG(min)Model=ResNet-50, Map alteration=No alter.2026.060.875
GradCAMModel=ResNet-50, Map alteration=+XRAI2026.060.871
IG(min)Model=ResNet-50, Map alteration=+SG2026.060.846
GradCAMModel=ResNet-50, Map alteration=+SG²2026.060.846
GradCAMModel=ResNet-50, Map alteration=+SG2026.060.843
IG(min)Model=Xception, Map alteration=No alter.2026.060.837
DeconvModel=Xception, Map alteration=+XRAI2026.060.836
BPModel=ResNet-50, Map alteration=+SG2026.060.833
BPModel=ResNet-50, Map alteration=No alter.2026.060.827
EGModel=ResNet-50, Map alteration=No alter.2026.060.817
EGModel=ResNet-50, Map alteration=+SG2026.060.813
IG(max)Model=Xception, Map alteration=+XRAI2026.060.786
IG(min)Model=Xception, Map alteration=+SG2026.060.782
EGModel=Xception, Map alteration=+SG2026.060.781
EGModel=Xception, Map alteration=No alter.2026.060.777
DeconvModel=ResNet-50, Map alteration=+XRAI2026.060.771
BPModel=Xception, Map alteration=No alter.2026.060.764
BPModel=Xception, Map alteration=+SG2026.060.752
IG(max)Model=ResNet-50, Map alteration=+XRAI2026.060.728
DeconvModel=Xception, Map alteration=No alter.2026.060.679
DeconvModel=ResNet-50, Map alteration=No alter.2026.060.668
IG(max)Model=Xception, Map alteration=No alter.2026.060.665
IG(max)Model=ResNet-50, Map alteration=No alter.2026.060.646
RandomModel=ResNet-50, Map alteration=No alter.2026.060.615
RandomModel=Xception, Map alteration=No alter.2026.060.551