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ResearchFormerly WizWand

Attribution Localization on Chest X-ray

1.31MSEEG (CF)_VAE
1.2341.7472.262.773Aug 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
EG (CF)_VAEMethod=Integrated Gradients, Baseline=Counterfactual (VAE)2025.081.311487
EG (CF)VAEGenerative Model=VAE2025.081.311487
EG (CF)_Dif.Method=Integrated Gradients, Baseline=Counterfactual (Diffusion)2025.081.321487
EG (CF)Dif.Generative Model=Diffusion2025.081.321487
BlurredBaseline=Blurred2025.081.331487
CF_Dif.Baseline=Counterfactual (Diffusion)2025.081.331487
CFDif.Generative Model=Diffusion2025.081.331487
CF_VAEBaseline=Counterfactual (VAE)2025.081.341388
CFVAEGenerative Model=VAE2025.081.341388
OnesBaseline=Ones2025.081.361590
CF-IG2025.081.431290
Mean (n)Baseline Type=Mean normal sample2025.081.441191
EGBaseline=Expected Gradients (Standard)2025.081.471292
EG (n)Baseline Type=Expected Gradients with 50 random normal samples2025.081.481292
ZerosBaseline=Zeros2025.081.521292
LIG2025.081.52496
GIG2025.081.521292
IG22025.081.55496
UniformBaseline=Uniform2025.081.59794
Rand (n)Baseline Type=Random normal sample2025.081.6794
DIFFVAEGenerative Model=VAE2025.082.58397
DIFFDif.Generative Model=Diffusion2025.083.21397