Saliency Map Evaluation on FMNIST
0.83Gini IndexIntegrated Gradients (IG)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Integrated Gradients (IG)Training Regime=Adversarially trained (A)2026.03 | 0.83 | 9.19 | |
| Integrated Gradients (IG)Training Regime=Gaussian-filter smoothed adversarially trained (G)2026.03 | 0.82 | 8.56 | |
| Integrated Gradients (IG)Training Regime=Naturally trained (N)2026.03 | 0.77 | 7.26 | |
| Vanilla Gradient (VG)Training Regime=Adversarially trained (A)2026.03 | 0.74 | 13.12 | |
| Vanilla Gradient (VG)Training Regime=Gaussian-filter smoothed adversarially trained (G)2026.03 | 0.73 | 11.77 | |
| Vanilla Gradient (VG)Training Regime=Naturally trained (N)2026.03 | 0.54 | 11.03 |