Saliency Map Evaluation on CIFAR-10
0.71Gini IndexIntegrated Gradients (IG)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Integrated Gradients (IG)Training Regime=Adversarially trained (A)2026.03 | 0.71 | 4.48 | |
| Integrated Gradients (IG)Training Regime=Gaussian-filter smoothed adversarially trained (G)2026.03 | 0.71 | 4.36 | |
| Vanilla Gradient (VG)Training Regime=Adversarially trained (A)2026.03 | 0.68 | 2.55 | |
| Vanilla Gradient (VG)Training Regime=Gaussian-filter smoothed adversarially trained (G)2026.03 | 0.67 | 2.54 | |
| Integrated Gradients (IG)Training Regime=Naturally trained (N)2026.03 | 0.61 | 4.25 | |
| Vanilla Gradient (VG)Training Regime=Naturally trained (N)2026.03 | 0.49 | 2.33 |