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ResearchFormerly WizWand

Attribution Localization on Brain MRI

2.42MSEEG (CF)_VAE
2.34562.84783.353.8522Aug 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
EG (CF)_VAEMethod=Integrated Gradients, Baseline=Counterfactual (VAE)2025.082.424662
EG (CF)VAEGenerative Model=VAE2025.082.420.460.62
CF_VAEBaseline=Counterfactual (VAE)2025.082.454561
CFVAEGenerative Model=VAE2025.082.450.450.61
EG (CF)_Dif.Method=Integrated Gradients, Baseline=Counterfactual (Diffusion)2025.082.484462
EG (CF)Dif.Generative Model=Diffusion2025.082.480.440.62
CF_Dif.Baseline=Counterfactual (Diffusion)2025.082.494362
CFDif.Generative Model=Diffusion2025.082.490.430.62
ZerosBaseline=Zeros2025.082.513965
GIG2025.082.510.390.65
EG (n)Baseline Type=Expected Gradients with 50 random normal samples2025.082.540.370.74
EGBaseline=Expected Gradients (Standard)2025.082.593575
Rand (n)Baseline Type=Random normal sample2025.082.70.280.75
CF-IG2025.082.720.310.72
UniformBaseline=Uniform2025.082.82182
BlurredBaseline=Blurred2025.082.92181
OnesBaseline=Ones2025.082.912184
Mean (n)Baseline Type=Mean normal sample2025.082.950.180.83
LIG2025.083.090.150.84
IG22025.083.170.070.91
DIFFVAEGenerative Model=VAE2025.084.220.160.89
DIFFDif.Generative Model=Diffusion2025.084.280.140.9