Table 1.
FID as a measure of minimum valid perturbations across classes to generate healthy counterfactuals.
Image Set 1 | ImageSet 2 | Frechet Inception Distance |
---|---|---|
Lung Opacity | Generated Healthy | 27.8 |
Lung Opacity | Real Healthy | 46.9 |
Relative Absolute Difference | 19.1 | |
Viral Pneumonia | Generated Healthy | 37.63 |
Viral Pneumonia | Real Healthy | 97.6 |
Relative Absolute Difference | 59.97 | |
COVID 19 | Generated Healthy | 32.2 |
COVID 19 | Real Healthy | 38.2 |
Relative Absolute Difference | 6.0 |