Attribution Localization on Chest X-ray
1.31MSEEG (CF)_VAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EG (CF)_VAEMethod=Integrated Gradients, Baseline=Counterfactual (VAE)2025.08 | 1.31 | 14 | 87 | |
| EG (CF)VAEGenerative Model=VAE2025.08 | 1.31 | 14 | 87 | |
| EG (CF)_Dif.Method=Integrated Gradients, Baseline=Counterfactual (Diffusion)2025.08 | 1.32 | 14 | 87 | |
| EG (CF)Dif.Generative Model=Diffusion2025.08 | 1.32 | 14 | 87 | |
| BlurredBaseline=Blurred2025.08 | 1.33 | 14 | 87 | |
| CF_Dif.Baseline=Counterfactual (Diffusion)2025.08 | 1.33 | 14 | 87 | |
| CFDif.Generative Model=Diffusion2025.08 | 1.33 | 14 | 87 | |
| CF_VAEBaseline=Counterfactual (VAE)2025.08 | 1.34 | 13 | 88 | |
| CFVAEGenerative Model=VAE2025.08 | 1.34 | 13 | 88 | |
| OnesBaseline=Ones2025.08 | 1.36 | 15 | 90 | |
| CF-IG2025.08 | 1.43 | 12 | 90 | |
| Mean (n)Baseline Type=Mean normal sample2025.08 | 1.44 | 11 | 91 | |
| EGBaseline=Expected Gradients (Standard)2025.08 | 1.47 | 12 | 92 | |
| EG (n)Baseline Type=Expected Gradients with 50 random normal samples2025.08 | 1.48 | 12 | 92 | |
| ZerosBaseline=Zeros2025.08 | 1.52 | 12 | 92 | |
| LIG2025.08 | 1.52 | 4 | 96 | |
| GIG2025.08 | 1.52 | 12 | 92 | |
| IG22025.08 | 1.55 | 4 | 96 | |
| UniformBaseline=Uniform2025.08 | 1.59 | 7 | 94 | |
| Rand (n)Baseline Type=Random normal sample2025.08 | 1.6 | 7 | 94 | |
| DIFFVAEGenerative Model=VAE2025.08 | 2.58 | 3 | 97 | |
| DIFFDif.Generative Model=Diffusion2025.08 | 3.21 | 3 | 97 |